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<!-- DFS ActiveDisclosure(SM) XBRL Linkbase Document - http://www.dfsco.com/financial-services/ -->
<!-- Creation Date      : 2018-11-09T20:09:39.6303420+00:00 -->
<!-- Version            : 3.1.6852.22116 -->
<!-- Package ID         : 0701aa35c0b84b958787ebb56168f05a -->
<!-- Copyright (c) 2018 Donnelley Financial, LLC. All Rights Reserved. -->
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    <loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_EntityCentralIndexKey" xlink:type="locator" xlink:label="dei_EntityCentralIndexKey" />
    <label xml:lang="en-US" xlink:label="dei_EntityCentralIndexKey_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Entity Central Index Key</label>
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    <loc xlink:href="mpw-20180930.xsd#mpw_LandBuildingsAndImprovementsIntangibleLeaseAssetsAndOther" xlink:type="locator" xlink:label="mpw_LandBuildingsAndImprovementsIntangibleLeaseAssetsAndOther" />
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    <loc xlink:href="mpw-20180930.xsd#mpw_GrossInvestmentInRealEstateAssets" xlink:type="locator" xlink:label="mpw_GrossInvestmentInRealEstateAssets" />
    <label xml:lang="en-US" xlink:label="mpw_GrossInvestmentInRealEstateAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Gross investment in real estate assets</label>
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    <loc xlink:href="mpw-20180930.xsd#mpw_AccumulatedDepreciationAndAmortization" xlink:type="locator" xlink:label="mpw_AccumulatedDepreciationAndAmortization" />
    <label xml:lang="en-US" xlink:label="mpw_AccumulatedDepreciationAndAmortization_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Accumulated depreciation and amortization.</label>
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    <loc xlink:href="mpw-20180930.xsd#mpw_NetInvestmentInRealEstateAssets" xlink:type="locator" xlink:label="mpw_NetInvestmentInRealEstateAssets" />
    <label xml:lang="en-US" xlink:label="mpw_NetInvestmentInRealEstateAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Net Investment In Real Estate Assets</label>
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    <loc xlink:href="mpw-20180930.xsd#mpw_InterestAndRentReceivable" xlink:type="locator" xlink:label="mpw_InterestAndRentReceivable" />
    <label xml:lang="en-US" xlink:label="mpw_InterestAndRentReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Interest and rent receivable.</label>
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    <loc xlink:href="mpw-20180930.xsd#mpw_StraightLineRentReceivable" xlink:type="locator" xlink:label="mpw_StraightLineRentReceivable" />
    <label xml:lang="en-US" xlink:label="mpw_StraightLineRentReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Straight-line rent receivable</label>
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    <loc xlink:href="mpw-20180930.xsd#mpw_OtherLoans" xlink:type="locator" xlink:label="mpw_OtherLoans" />
    <label xml:lang="en-US" xlink:label="mpw_OtherLoans_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Other loans</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_OtherLoans" xlink:to="mpw_OtherLoans_lbl" />
    <loc xlink:href="mpw-20180930.xsd#mpw_LeaseDepositsAndOtherObligationsToTenants" xlink:type="locator" xlink:label="mpw_LeaseDepositsAndOtherObligationsToTenants" />
    <label xml:lang="en-US" xlink:label="mpw_LeaseDepositsAndOtherObligationsToTenants_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Lease deposits and other obligations to tenants</label>
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    <loc xlink:href="mpw-20180930.xsd#mpw_PayableDueToParentCompany" xlink:type="locator" xlink:label="mpw_PayableDueToParentCompany" />
    <label xml:lang="en-US" xlink:label="mpw_PayableDueToParentCompany_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Payable due to parent company</label>
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    <loc xlink:href="mpw-20180930.xsd#mpw_RentBilled" xlink:type="locator" xlink:label="mpw_RentBilled" />
    <label xml:lang="en-US" xlink:label="mpw_RentBilled_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Rent billed</label>
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    <loc xlink:href="mpw-20180930.xsd#mpw_StraightLineRentRevenueNetOfWriteOffs" xlink:type="locator" xlink:label="mpw_StraightLineRentRevenueNetOfWriteOffs" />
    <label xml:lang="en-US" xlink:label="mpw_StraightLineRentRevenueNetOfWriteOffs_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Straight line rent revenue net of write offs.</label>
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    <loc xlink:href="mpw-20180930.xsd#mpw_CostsOfLeasedAndRentedPropertyOrEquipment" xlink:type="locator" xlink:label="mpw_CostsOfLeasedAndRentedPropertyOrEquipment" />
    <label xml:lang="en-US" xlink:label="mpw_CostsOfLeasedAndRentedPropertyOrEquipment_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Costs of leased and rented property or equipment.</label>
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    <loc xlink:href="mpw-20180930.xsd#mpw_BusinessCombinationAcquisitionRelatedCostsAccrualAdjustment" xlink:type="locator" xlink:label="mpw_BusinessCombinationAcquisitionRelatedCostsAccrualAdjustment" />
    <label xml:lang="en-US" xlink:label="mpw_BusinessCombinationAcquisitionRelatedCostsAccrualAdjustment_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Business combination acquisition related costs accrual adjustment.</label>
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    <loc xlink:href="mpw-20180930.xsd#mpw_DebtRefinancingCharge" xlink:type="locator" xlink:label="mpw_DebtRefinancingCharge" />
    <label xml:lang="en-US" xlink:label="mpw_DebtRefinancingCharge_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Debt refinancing charge.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_DebtRefinancingCharge" xlink:to="mpw_DebtRefinancingCharge_lbl" />
    <loc xlink:href="mpw-20180930.xsd#mpw_RecognitionOfUnearnedIncomeOnDirectFinancingAndSalesTypeLeases" xlink:type="locator" xlink:label="mpw_RecognitionOfUnearnedIncomeOnDirectFinancingAndSalesTypeLeases" />
    <label xml:lang="en-US" xlink:label="mpw_RecognitionOfUnearnedIncomeOnDirectFinancingAndSalesTypeLeases_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Recognition Of Unearned Income On Direct Financing And Sales Type Leases</label>
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    <loc xlink:href="mpw-20180930.xsd#mpw_IncreaseDecreaseInInterestAndRentReceivable" xlink:type="locator" xlink:label="mpw_IncreaseDecreaseInInterestAndRentReceivable" />
    <label xml:lang="en-US" xlink:label="mpw_IncreaseDecreaseInInterestAndRentReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Increase decrease in interest and rent receivable.</label>
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    <loc xlink:href="mpw-20180930.xsd#mpw_ConstructionInProgressEquipmentAndOther" xlink:type="locator" xlink:label="mpw_ConstructionInProgressEquipmentAndOther" />
    <label xml:lang="en-US" xlink:label="mpw_ConstructionInProgressEquipmentAndOther_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Construction in progress, equipment, and other</label>
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    <loc xlink:href="mpw-20180930.xsd#mpw_PaymentsForProceedsFromLeaseDepositsAndOtherObligationsToTenants" xlink:type="locator" xlink:label="mpw_PaymentsForProceedsFromLeaseDepositsAndOtherObligationsToTenants" />
    <label xml:lang="en-US" xlink:label="mpw_PaymentsForProceedsFromLeaseDepositsAndOtherObligationsToTenants_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Payments for proceeds from lease deposits and other obligations to tenants.</label>
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    <loc xlink:href="mpw-20180930.xsd#mpw_UndistributedEarningAllocatedToParticipatingSecurities" xlink:type="locator" xlink:label="mpw_UndistributedEarningAllocatedToParticipatingSecurities" />
    <label xml:lang="en-US" xlink:label="mpw_UndistributedEarningAllocatedToParticipatingSecurities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Undistributed earning allocated to participating securities.</label>
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    <loc xlink:href="mpw-20180930.xsd#mpw_DocumentAndEntityInformationAbstract" xlink:type="locator" xlink:label="mpw_DocumentAndEntityInformationAbstract" />
    <label xml:lang="en-US" xlink:label="mpw_DocumentAndEntityInformationAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Document And Entity Information [Abstract]</label>
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    <loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_DocumentInformationTable" xlink:type="locator" xlink:label="dei_DocumentInformationTable" />
    <label xml:lang="en-US" xlink:label="dei_DocumentInformationTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Document Information [Table]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_DocumentInformationTable" xlink:to="dei_DocumentInformationTable_lbl" />
    <label xml:lang="en-US" xlink:label="dei_DocumentInformationTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Document Information [Table]</label>
    <loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ConsolidatedEntitiesAxis" xlink:type="locator" xlink:label="srt_ConsolidatedEntitiesAxis" />
    <label xml:lang="en-US" xlink:label="srt_ConsolidatedEntitiesAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Consolidated Entities</label>
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    <label xml:lang="en-US" xlink:label="srt_ConsolidatedEntitiesAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Consolidated Entities [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ConsolidatedEntitiesDomain" xlink:type="locator" xlink:label="srt_ConsolidatedEntitiesDomain" />
    <label xml:lang="en-US" xlink:label="srt_ConsolidatedEntitiesDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Consolidated Entities</label>
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    <loc xlink:href="mpw-20180930.xsd#mpw_MptOperatingPartnershipLPMember" xlink:type="locator" xlink:label="mpw_MptOperatingPartnershipLPMember" />
    <label xml:lang="en-US" xlink:label="mpw_MptOperatingPartnershipLPMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">MPT Operating Partnership L.P</label>
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    <label xml:lang="en-US" xlink:label="mpw_MptOperatingPartnershipLPMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">MPT Operating Partnership, L.P. [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_MptOperatingPartnershipLPMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Mpt Operating Partnership L P [Member]</label>
    <loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_DocumentInformationLineItems" xlink:type="locator" xlink:label="dei_DocumentInformationLineItems" />
    <label xml:lang="en-US" xlink:label="dei_DocumentInformationLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Document Information [Line Items]</label>
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    <label xml:lang="en-US" xlink:label="dei_DocumentInformationLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Document Information [Line Items]</label>
    <loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_DocumentType" xlink:type="locator" xlink:label="dei_DocumentType" />
    <label xml:lang="en-US" xlink:label="dei_DocumentType_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Document Type</label>
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    <label xml:lang="en-US" xlink:label="dei_DocumentType_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Document Type</label>
    <loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_AmendmentFlag" xlink:type="locator" xlink:label="dei_AmendmentFlag" />
    <label xml:lang="en-US" xlink:label="dei_AmendmentFlag_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Amendment Flag</label>
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    <label xml:lang="en-US" xlink:label="dei_DocumentPeriodEndDate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Document Period End Date</label>
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    <label xml:lang="en-US" xlink:label="dei_DocumentFiscalYearFocus_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Document Fiscal Year Focus</label>
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    <loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_DocumentFiscalPeriodFocus" xlink:type="locator" xlink:label="dei_DocumentFiscalPeriodFocus" />
    <label xml:lang="en-US" xlink:label="dei_DocumentFiscalPeriodFocus_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Document Fiscal Period Focus</label>
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    <label xml:lang="en-US" xlink:label="us-gaap_Revenues_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Total revenues</label>
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    <label xml:lang="en-US" xlink:label="us-gaap_Revenues_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Revenues</label>
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    <label xml:lang="en-US" xlink:label="us-gaap_InterestExpense_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Interest</label>
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    <label xml:lang="en-US" xlink:label="us-gaap_GeneralAndAdministrativeExpense_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">General and administrative</label>
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    <label xml:lang="en-US" xlink:label="us-gaap_GeneralAndAdministrativeExpense_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">General And Administrative Expense</label>
    <label xml:lang="en-US" xlink:label="mpw_BusinessCombinationAcquisitionRelatedCostsAccrualAdjustment_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Acquisition costs</label>
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    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ComprehensiveIncomeNetOfTaxIncludingPortionAttributableToNoncontrollingInterest" xlink:type="locator" xlink:label="us-gaap_ComprehensiveIncomeNetOfTaxIncludingPortionAttributableToNoncontrollingInterest" />
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    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ComprehensiveIncomeNetOfTaxAttributableToNoncontrollingInterest" xlink:type="locator" xlink:label="us-gaap_ComprehensiveIncomeNetOfTaxAttributableToNoncontrollingInterest" />
    <label xml:lang="en-US" xlink:label="us-gaap_ComprehensiveIncomeNetOfTaxAttributableToNoncontrollingInterest_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Comprehensive income attributable to non-controlling interests</label>
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    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ComprehensiveIncomeNetOfTax" xlink:type="locator" xlink:label="us-gaap_ComprehensiveIncomeNetOfTax" />
    <label xml:lang="en-US" xlink:label="us-gaap_ComprehensiveIncomeNetOfTax_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Comprehensive income attributable to MPT common stockholders (Operating Partnership Partners)</label>
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    <loc xlink:href="mpw-20180930.xsd#mpw_SupplementalScheduleOfNonCashFinancingActivitiesAbstract" xlink:type="locator" xlink:label="mpw_SupplementalScheduleOfNonCashFinancingActivitiesAbstract" />
    <label xml:lang="en-US" xlink:label="mpw_SupplementalScheduleOfNonCashFinancingActivitiesAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Supplemental Schedule Of Non Cash Financing Activities [Abstract]</label>
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    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StatementOfCashFlowsAbstract" xlink:type="locator" xlink:label="us-gaap_StatementOfCashFlowsAbstract" />
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    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetCashProvidedByUsedInOperatingActivitiesAbstract" xlink:type="locator" xlink:label="us-gaap_NetCashProvidedByUsedInOperatingActivitiesAbstract" />
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    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract" xlink:type="locator" xlink:label="us-gaap_AdjustmentsToReconcileNetIncomeLossToCashProvidedByUsedInOperatingActivitiesAbstract" />
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    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StraightLineRent" xlink:type="locator" xlink:label="us-gaap_StraightLineRent" />
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    <label xml:lang="en-US" xlink:label="us-gaap_StraightLineRent_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Straight Line Rent</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensation" xlink:type="locator" xlink:label="us-gaap_ShareBasedCompensation" />
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    <label xml:lang="en-US" xlink:label="us-gaap_GainsLossesOnSalesOfInvestmentRealEstate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Gain from sale of real estate and other, net</label>
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    <label xml:lang="en-US" xlink:label="us-gaap_ImpairmentOfRealEstate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Straight-line rent and other write-off</label>
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    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OtherNoncashIncomeExpense" xlink:type="locator" xlink:label="us-gaap_OtherNoncashIncomeExpense" />
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    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PaymentsToAcquireRealEstate" xlink:type="locator" xlink:label="us-gaap_PaymentsToAcquireRealEstate" />
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    <label xml:lang="en-US" xlink:label="us-gaap_PaymentsToAcquireRealEstate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Payments To Acquire Real Estate</label>
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    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProceedsFromCollectionOfLoansReceivable" xlink:type="locator" xlink:label="us-gaap_ProceedsFromCollectionOfLoansReceivable" />
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    <label xml:lang="en-US" xlink:label="us-gaap_PaymentsForProceedsFromLoansReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Investment in loans receivable</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PaymentsForProceedsFromLoansReceivable" xlink:to="us-gaap_PaymentsForProceedsFromLoansReceivable_lbl" />
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    <label xml:lang="en-US" xlink:label="mpw_ConstructionInProgressEquipmentAndOther_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Construction in progress and other</label>
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    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PaymentsToAcquireOtherInvestments" xlink:type="locator" xlink:label="us-gaap_PaymentsToAcquireOtherInvestments" />
    <label xml:lang="en-US" xlink:label="us-gaap_PaymentsToAcquireOtherInvestments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Other investments, net</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PaymentsToAcquireOtherInvestments" xlink:to="us-gaap_PaymentsToAcquireOtherInvestments_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_PaymentsToAcquireOtherInvestments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Payments To Acquire Other Investments</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetCashProvidedByUsedInInvestingActivities" xlink:type="locator" xlink:label="us-gaap_NetCashProvidedByUsedInInvestingActivities" />
    <label xml:lang="en-US" xlink:label="us-gaap_NetCashProvidedByUsedInInvestingActivities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Net cash provided by (used for) investing activities</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NetCashProvidedByUsedInInvestingActivities" xlink:to="us-gaap_NetCashProvidedByUsedInInvestingActivities_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_NetCashProvidedByUsedInInvestingActivities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Net Cash Provided By Used In Investing Activities</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract" xlink:type="locator" xlink:label="us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract" />
    <label xml:lang="en-US" xlink:label="us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Financing activities</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract" xlink:to="us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_NetCashProvidedByUsedInFinancingActivitiesAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Net Cash Provided By Used In Financing Activities [Abstract]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProceedsFromIssuanceOfLongTermDebt" xlink:type="locator" xlink:label="us-gaap_ProceedsFromIssuanceOfLongTermDebt" />
    <label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromIssuanceOfLongTermDebt_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Proceeds from term debt</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ProceedsFromIssuanceOfLongTermDebt" xlink:to="us-gaap_ProceedsFromIssuanceOfLongTermDebt_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromIssuanceOfLongTermDebt_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Proceeds From Issuance Of Long Term Debt</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RepaymentsOfLongTermDebt" xlink:type="locator" xlink:label="us-gaap_RepaymentsOfLongTermDebt" />
    <label xml:lang="en-US" xlink:label="us-gaap_RepaymentsOfLongTermDebt_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Payments of term debt</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RepaymentsOfLongTermDebt" xlink:to="us-gaap_RepaymentsOfLongTermDebt_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_RepaymentsOfLongTermDebt_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Repayments Of Long Term Debt</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProceedsFromRepaymentsOfLinesOfCredit" xlink:type="locator" xlink:label="us-gaap_ProceedsFromRepaymentsOfLinesOfCredit" />
    <label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromRepaymentsOfLinesOfCredit_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Revolving credit facilities, net</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ProceedsFromRepaymentsOfLinesOfCredit" xlink:to="us-gaap_ProceedsFromRepaymentsOfLinesOfCredit_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromRepaymentsOfLinesOfCredit_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Proceeds From Repayments Of Lines Of Credit</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PaymentsOfOrdinaryDividends" xlink:type="locator" xlink:label="us-gaap_PaymentsOfOrdinaryDividends" />
    <label xml:lang="en-US" xlink:label="us-gaap_PaymentsOfOrdinaryDividends_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Distributions paid</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PaymentsOfOrdinaryDividends" xlink:to="us-gaap_PaymentsOfOrdinaryDividends_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_PaymentsOfOrdinaryDividends_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Payments Of Ordinary Dividends</label>
    <label xml:lang="en-US" xlink:label="mpw_PaymentsForProceedsFromLeaseDepositsAndOtherObligationsToTenants_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Lease deposits and other obligations to tenants</label>
    <label xml:lang="en-US" xlink:label="mpw_PaymentsForProceedsFromLeaseDepositsAndOtherObligationsToTenants_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Payments For Proceeds From Lease Deposits And Other Obligations To Tenants</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProceedsFromIssuanceOfCommonStock" xlink:type="locator" xlink:label="us-gaap_ProceedsFromIssuanceOfCommonStock" />
    <label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromIssuanceOfCommonStock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Proceeds from sale of common shares, net of offering costs</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ProceedsFromIssuanceOfCommonStock" xlink:to="us-gaap_ProceedsFromIssuanceOfCommonStock_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromIssuanceOfCommonStock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Proceeds From Issuance Of Common Stock</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProceedsFromPaymentsForOtherFinancingActivities" xlink:type="locator" xlink:label="us-gaap_ProceedsFromPaymentsForOtherFinancingActivities" />
    <label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromPaymentsForOtherFinancingActivities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Other financing activities</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ProceedsFromPaymentsForOtherFinancingActivities" xlink:to="us-gaap_ProceedsFromPaymentsForOtherFinancingActivities_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromPaymentsForOtherFinancingActivities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Proceeds From Payments For Other Financing Activities</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NetCashProvidedByUsedInFinancingActivities" xlink:type="locator" xlink:label="us-gaap_NetCashProvidedByUsedInFinancingActivities" />
    <label xml:lang="en-US" xlink:label="us-gaap_NetCashProvidedByUsedInFinancingActivities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Net cash (used for) provided by financing activities</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NetCashProvidedByUsedInFinancingActivities" xlink:to="us-gaap_NetCashProvidedByUsedInFinancingActivities_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_NetCashProvidedByUsedInFinancingActivities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Net Cash Provided By Used In Financing Activities</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseExcludingExchangeRateEffect" xlink:type="locator" xlink:label="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseExcludingExchangeRateEffect" />
    <label xml:lang="en-US" xlink:label="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseExcludingExchangeRateEffect_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Increase in cash, cash equivalents and restricted cash for period</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseExcludingExchangeRateEffect" xlink:to="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseExcludingExchangeRateEffect_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsPeriodIncreaseDecreaseExcludingExchangeRateEffect_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Cash Cash Equivalents Restricted Cash And Restricted Cash Equivalents Period Increase Decrease Excluding Exchange Rate Effect</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EffectOfExchangeRateOnCashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents" xlink:type="locator" xlink:label="us-gaap_EffectOfExchangeRateOnCashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents" />
    <label xml:lang="en-US" xlink:label="us-gaap_EffectOfExchangeRateOnCashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Effect of exchange rate changes</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_EffectOfExchangeRateOnCashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents" xlink:to="us-gaap_EffectOfExchangeRateOnCashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_EffectOfExchangeRateOnCashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Effect Of Exchange Rate On Cash Cash Equivalents Restricted Cash And Restricted Cash Equivalents</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents" xlink:type="locator" xlink:label="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents" />
    <label xml:lang="en-US" xlink:label="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel">Cash, cash equivalents and restricted cash at beginning of period</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents" xlink:to="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Cash Cash Equivalents Restricted Cash And Restricted Cash Equivalents</label>
    <label xml:lang="en-US" xlink:label="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalents_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodEndLabel">Cash, cash equivalents and restricted cash at end of period</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InterestPaid" xlink:type="locator" xlink:label="us-gaap_InterestPaid" />
    <label xml:lang="en-US" xlink:label="us-gaap_InterestPaid_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Interest paid</label>
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    <label xml:lang="en-US" xlink:label="us-gaap_InterestPaid_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Interest Paid</label>
    <label xml:lang="en-US" xlink:label="mpw_SupplementalScheduleOfNonCashFinancingActivitiesAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Supplemental schedule of non-cash financing activities:</label>
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    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DividendsPayableCurrentAndNoncurrent" xlink:type="locator" xlink:label="us-gaap_DividendsPayableCurrentAndNoncurrent" />
    <label xml:lang="en-US" xlink:label="us-gaap_DividendsPayableCurrentAndNoncurrent_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Distributions declared, not paid</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DividendsPayableCurrentAndNoncurrent" xlink:to="us-gaap_DividendsPayableCurrentAndNoncurrent_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_DividendsPayableCurrentAndNoncurrent_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Dividends Payable Current And Noncurrent</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsAbstract" xlink:type="locator" xlink:label="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsAbstract" />
    <label xml:lang="en-US" xlink:label="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Cash, cash equivalents and restricted cash are comprised of the following:</label>
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    <label xml:lang="en-US" xlink:label="us-gaap_CashCashEquivalentsRestrictedCashAndRestrictedCashEquivalentsAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Cash Cash Equivalents Restricted Cash And Restricted Cash Equivalents [Abstract]</label>
    <label xml:lang="en-US" xlink:label="us-gaap_CashAndCashEquivalentsAtCarryingValue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel">Cash and cash equivalents at beginning of period</label>
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    <label xml:lang="en-US" xlink:label="us-gaap_RestrictedCashAndCashEquivalents_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/periodStartLabel">Restricted cash, included in Other assets at beginning of period</label>
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    <label xml:lang="en-US" xlink:label="us-gaap_AssetsSoldUnderAgreementsToRepurchaseAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Assets Sold Under Agreements To Repurchase [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AssetsSoldUnderAgreementsToRepurchaseTypeDomain" xlink:type="locator" xlink:label="us-gaap_AssetsSoldUnderAgreementsToRepurchaseTypeDomain" />
    <label xml:lang="en-US" xlink:label="us-gaap_AssetsSoldUnderAgreementsToRepurchaseTypeDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Assets Sold under Agreements to Repurchase, Type</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AssetsSoldUnderAgreementsToRepurchaseTypeDomain" xlink:to="us-gaap_AssetsSoldUnderAgreementsToRepurchaseTypeDomain_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_AssetsSoldUnderAgreementsToRepurchaseTypeDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Assets Sold Under Agreements To Repurchase Type [Domain]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LoansMember" xlink:type="locator" xlink:label="us-gaap_LoansMember" />
    <label xml:lang="en-US" xlink:label="us-gaap_LoansMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Loans, net [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LoansMember" xlink:to="us-gaap_LoansMember_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_LoansMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Loans [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_VariableInterestEntitiesByClassificationOfEntityAxis" xlink:type="locator" xlink:label="us-gaap_VariableInterestEntitiesByClassificationOfEntityAxis" />
    <label xml:lang="en-US" xlink:label="us-gaap_VariableInterestEntitiesByClassificationOfEntityAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Variable Interest Entities</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_VariableInterestEntitiesByClassificationOfEntityAxis" xlink:to="us-gaap_VariableInterestEntitiesByClassificationOfEntityAxis_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_VariableInterestEntitiesByClassificationOfEntityAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Variable Interest Entities By Classification Of Entity [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ClassificationOfVariableInterestEntityDomain" xlink:type="locator" xlink:label="us-gaap_ClassificationOfVariableInterestEntityDomain" />
    <label xml:lang="en-US" xlink:label="us-gaap_ClassificationOfVariableInterestEntityDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Variable Interest Entity, Classification</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ClassificationOfVariableInterestEntityDomain" xlink:to="us-gaap_ClassificationOfVariableInterestEntityDomain_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_ClassificationOfVariableInterestEntityDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Classification Of Variable Interest Entity [Domain]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_MortgageAndOtherLoansMember" xlink:type="locator" xlink:label="mpw_MortgageAndOtherLoansMember" />
    <label xml:lang="en-US" xlink:label="mpw_MortgageAndOtherLoansMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Mortgage And Other Loans</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_MortgageAndOtherLoansMember" xlink:to="mpw_MortgageAndOtherLoansMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_MortgageAndOtherLoansMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Mortgage and other loans [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_MortgageAndOtherLoansMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Mortgage And Other Loans [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_VariableInterestEntityLineItems" xlink:type="locator" xlink:label="us-gaap_VariableInterestEntityLineItems" />
    <label xml:lang="en-US" xlink:label="us-gaap_VariableInterestEntityLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Variable Interest Entity [Line Items]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_VariableInterestEntityLineItems" xlink:to="us-gaap_VariableInterestEntityLineItems_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_VariableInterestEntityLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Variable Interest Entity [Line Items]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_VariableInterestEntityEntityMaximumLossExposureAmount" xlink:type="locator" xlink:label="us-gaap_VariableInterestEntityEntityMaximumLossExposureAmount" />
    <label xml:lang="en-US" xlink:label="us-gaap_VariableInterestEntityEntityMaximumLossExposureAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Maximum Loss Exposure</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_VariableInterestEntityEntityMaximumLossExposureAmount" xlink:to="us-gaap_VariableInterestEntityEntityMaximumLossExposureAmount_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_VariableInterestEntityEntityMaximumLossExposureAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Variable Interest Entity Entity Maximum Loss Exposure Amount</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_VariableInterestEntityConsolidatedCarryingAmountAssets" xlink:type="locator" xlink:label="us-gaap_VariableInterestEntityConsolidatedCarryingAmountAssets" />
    <label xml:lang="en-US" xlink:label="us-gaap_VariableInterestEntityConsolidatedCarryingAmountAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Carrying Amount</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_VariableInterestEntityConsolidatedCarryingAmountAssets" xlink:to="us-gaap_VariableInterestEntityConsolidatedCarryingAmountAssets_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_VariableInterestEntityConsolidatedCarryingAmountAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Variable Interest Entity Consolidated Carrying Amount Assets</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_SignificantAccountingPoliciesLineItems" xlink:type="locator" xlink:label="mpw_SignificantAccountingPoliciesLineItems" />
    <label xml:lang="en-US" xlink:label="mpw_SignificantAccountingPoliciesLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Significant accounting policies.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_SignificantAccountingPoliciesLineItems" xlink:to="mpw_SignificantAccountingPoliciesLineItems_lbl" />
    <loc xlink:href="mpw-20180930.xsd#mpw_SignificantAccountingPoliciesTable" xlink:type="locator" xlink:label="mpw_SignificantAccountingPoliciesTable" />
    <label xml:lang="en-US" xlink:label="mpw_SignificantAccountingPoliciesTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Significant accounting policies.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_SignificantAccountingPoliciesTable" xlink:to="mpw_SignificantAccountingPoliciesTable_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_SignificantAccountingPoliciesTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Significant Accounting Policies [Table]</label>
    <label xml:lang="en-US" xlink:label="mpw_SignificantAccountingPoliciesTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Significant Accounting Policies [Table]</label>
    <loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_MajorCustomersAxis" xlink:type="locator" xlink:label="srt_MajorCustomersAxis" />
    <label xml:lang="en-US" xlink:label="srt_MajorCustomersAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Customer</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_MajorCustomersAxis" xlink:to="srt_MajorCustomersAxis_lbl" />
    <label xml:lang="en-US" xlink:label="srt_MajorCustomersAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Major Customers [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_NameOfMajorCustomerDomain" xlink:type="locator" xlink:label="srt_NameOfMajorCustomerDomain" />
    <label xml:lang="en-US" xlink:label="srt_NameOfMajorCustomerDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Customer</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_NameOfMajorCustomerDomain" xlink:to="srt_NameOfMajorCustomerDomain_lbl" />
    <label xml:lang="en-US" xlink:label="srt_NameOfMajorCustomerDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Name Of Major Customer [Domain]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_ErnestHealthIncMember" xlink:type="locator" xlink:label="mpw_ErnestHealthIncMember" />
    <label xml:lang="en-US" xlink:label="mpw_ErnestHealthIncMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Ernest Health, Inc.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_ErnestHealthIncMember" xlink:to="mpw_ErnestHealthIncMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_ErnestHealthIncMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Ernest Health Inc [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_ErnestHealthIncMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Ernest Health Inc [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_SignificantAccountingPoliciesLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Significant Accounting Policies [Line Items]</label>
    <label xml:lang="en-US" xlink:label="mpw_SignificantAccountingPoliciesLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Significant Accounting Policies [Line Items]</label>
    <label xml:lang="en-US" xlink:label="us-gaap_VariableInterestEntityEntityMaximumLossExposureAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Maximum loss exposure</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_BusinessCombinationLoansPaidDownOnAcquisitionLoans" xlink:type="locator" xlink:label="mpw_BusinessCombinationLoansPaidDownOnAcquisitionLoans" />
    <label xml:lang="en-US" xlink:label="mpw_BusinessCombinationLoansPaidDownOnAcquisitionLoans_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Business combination loans paid down on acquisition loans.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_BusinessCombinationLoansPaidDownOnAcquisitionLoans" xlink:to="mpw_BusinessCombinationLoansPaidDownOnAcquisitionLoans_lbl" />
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BusinessCombinationsAbstract" xlink:type="locator" xlink:label="us-gaap_BusinessCombinationsAbstract" />
    <label xml:lang="en-US" xlink:label="us-gaap_BusinessCombinationsAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Business Combinations [Abstract]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_BusinessCombinationsAbstract" xlink:to="us-gaap_BusinessCombinationsAbstract_lbl" />
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfBusinessAcquisitionsByAcquisitionTable" xlink:type="locator" xlink:label="us-gaap_ScheduleOfBusinessAcquisitionsByAcquisitionTable" />
    <label xml:lang="en-US" xlink:label="us-gaap_ScheduleOfBusinessAcquisitionsByAcquisitionTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Schedule Of Business Acquisitions By Acquisition [Table]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ScheduleOfBusinessAcquisitionsByAcquisitionTable" xlink:to="us-gaap_ScheduleOfBusinessAcquisitionsByAcquisitionTable_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_ScheduleOfBusinessAcquisitionsByAcquisitionTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Schedule Of Business Acquisitions By Acquisition [Table]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PropertyPlantAndEquipmentByTypeAxis" xlink:type="locator" xlink:label="us-gaap_PropertyPlantAndEquipmentByTypeAxis" />
    <label xml:lang="en-US" xlink:label="us-gaap_PropertyPlantAndEquipmentByTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Property, Plant and Equipment, Type</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PropertyPlantAndEquipmentByTypeAxis" xlink:to="us-gaap_PropertyPlantAndEquipmentByTypeAxis_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_PropertyPlantAndEquipmentByTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Property Plant And Equipment By Type [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PropertyPlantAndEquipmentTypeDomain" xlink:type="locator" xlink:label="us-gaap_PropertyPlantAndEquipmentTypeDomain" />
    <label xml:lang="en-US" xlink:label="us-gaap_PropertyPlantAndEquipmentTypeDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Property, Plant and Equipment, Type</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PropertyPlantAndEquipmentTypeDomain" xlink:to="us-gaap_PropertyPlantAndEquipmentTypeDomain_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_PropertyPlantAndEquipmentTypeDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Property Plant And Equipment Type [Domain]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LandAndLandImprovementsMember" xlink:type="locator" xlink:label="us-gaap_LandAndLandImprovementsMember" />
    <label xml:lang="en-US" xlink:label="us-gaap_LandAndLandImprovementsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Land and Land Improvements [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LandAndLandImprovementsMember" xlink:to="us-gaap_LandAndLandImprovementsMember_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_LandAndLandImprovementsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Land And Land Improvements [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BuildingMember" xlink:type="locator" xlink:label="us-gaap_BuildingMember" />
    <label xml:lang="en-US" xlink:label="us-gaap_BuildingMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Building [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_BuildingMember" xlink:to="us-gaap_BuildingMember_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_BuildingMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Building [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_IntangibleLeaseAssetsMember" xlink:type="locator" xlink:label="mpw_IntangibleLeaseAssetsMember" />
    <label xml:lang="en-US" xlink:label="mpw_IntangibleLeaseAssetsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Intangible Lease Assets</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_IntangibleLeaseAssetsMember" xlink:to="mpw_IntangibleLeaseAssetsMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_IntangibleLeaseAssetsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Intangible Lease Assets - Subject to Amortization [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_IntangibleLeaseAssetsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Intangible Lease Assets [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_NetInvestmentInDirectFinancingLeasesMember" xlink:type="locator" xlink:label="mpw_NetInvestmentInDirectFinancingLeasesMember" />
    <label xml:lang="en-US" xlink:label="mpw_NetInvestmentInDirectFinancingLeasesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Net Investment In Direct Financing Leases</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_NetInvestmentInDirectFinancingLeasesMember" xlink:to="mpw_NetInvestmentInDirectFinancingLeasesMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_NetInvestmentInDirectFinancingLeasesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Net Investments in Direct Financing Leases [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_NetInvestmentInDirectFinancingLeasesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Net Investment In Direct Financing Leases [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InvestmentTypeAxis" xlink:type="locator" xlink:label="us-gaap_InvestmentTypeAxis" />
    <label xml:lang="en-US" xlink:label="us-gaap_InvestmentTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Investment Type</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_InvestmentTypeAxis" xlink:to="us-gaap_InvestmentTypeAxis_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_InvestmentTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Investment Type [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_InvestmentTypeCategorizationMember" xlink:type="locator" xlink:label="us-gaap_InvestmentTypeCategorizationMember" />
    <label xml:lang="en-US" xlink:label="us-gaap_InvestmentTypeCategorizationMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Investments</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_InvestmentTypeCategorizationMember" xlink:to="us-gaap_InvestmentTypeCategorizationMember_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_InvestmentTypeCategorizationMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Investment Type Categorization [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MortgagesMember" xlink:type="locator" xlink:label="us-gaap_MortgagesMember" />
    <label xml:lang="en-US" xlink:label="us-gaap_MortgagesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Mortgage Loans [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_MortgagesMember" xlink:to="us-gaap_MortgagesMember_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_MortgagesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Mortgages [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BalanceSheetLocationAxis" xlink:type="locator" xlink:label="us-gaap_BalanceSheetLocationAxis" />
    <label xml:lang="en-US" xlink:label="us-gaap_BalanceSheetLocationAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Balance Sheet Location</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_BalanceSheetLocationAxis" xlink:to="us-gaap_BalanceSheetLocationAxis_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_BalanceSheetLocationAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Balance Sheet Location [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BalanceSheetLocationDomain" xlink:type="locator" xlink:label="us-gaap_BalanceSheetLocationDomain" />
    <label xml:lang="en-US" xlink:label="us-gaap_BalanceSheetLocationDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Balance Sheet Location</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_BalanceSheetLocationDomain" xlink:to="us-gaap_BalanceSheetLocationDomain_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_BalanceSheetLocationDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Balance Sheet Location [Domain]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_OtherLoansMember" xlink:type="locator" xlink:label="mpw_OtherLoansMember" />
    <label xml:lang="en-US" xlink:label="mpw_OtherLoansMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Other Loans</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_OtherLoansMember" xlink:to="mpw_OtherLoansMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_OtherLoansMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Other Loans [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_OtherLoansMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Other Loans [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BusinessAcquisitionLineItems" xlink:type="locator" xlink:label="us-gaap_BusinessAcquisitionLineItems" />
    <label xml:lang="en-US" xlink:label="us-gaap_BusinessAcquisitionLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Business Acquisition [Line Items]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_BusinessAcquisitionLineItems" xlink:to="us-gaap_BusinessAcquisitionLineItems_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_BusinessAcquisitionLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Business Acquisition [Line Items]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedAssets" xlink:type="locator" xlink:label="us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedAssets" />
    <label xml:lang="en-US" xlink:label="us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Total assets acquired</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedAssets" xlink:to="us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedAssets_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Business Combination Recognized Identifiable Assets Acquired And Liabilities Assumed Assets</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedCurrentAssetsMarketableSecurities" xlink:type="locator" xlink:label="us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedCurrentAssetsMarketableSecurities" />
    <label xml:lang="en-US" xlink:label="us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedCurrentAssetsMarketableSecurities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Equity investments</label>
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    <label xml:lang="en-US" xlink:label="us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedCurrentAssetsMarketableSecurities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Business Combination Recognized Identifiable Assets Acquired And Liabilities Assumed Current Assets Marketable Securities</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedLiabilities" xlink:type="locator" xlink:label="us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedLiabilities" />
    <label xml:lang="en-US" xlink:label="us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedLiabilities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Liabilities assumed</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedLiabilities" xlink:to="us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedLiabilities_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedLiabilities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Business Combination Recognized Identifiable Assets Acquired And Liabilities Assumed Liabilities</label>
    <label xml:lang="en-US" xlink:label="mpw_BusinessCombinationLoansPaidDownOnAcquisitionLoans_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Loans repaid</label>
    <label xml:lang="en-US" xlink:label="mpw_BusinessCombinationLoansPaidDownOnAcquisitionLoans_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Business Combination Loans Paid Down On Acquisition Loans</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNet" xlink:type="locator" xlink:label="us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNet" />
    <label xml:lang="en-US" xlink:label="us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Total net assets acquired</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNet" xlink:to="us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNet_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_BusinessCombinationRecognizedIdentifiableAssetsAcquiredAndLiabilitiesAssumedNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Business Combination Recognized Identifiable Assets Acquired And Liabilities Assumed Net</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AcquiredFiniteLivedIntangibleAssetsWeightedAverageUsefulLife" xlink:type="locator" xlink:label="us-gaap_AcquiredFiniteLivedIntangibleAssetsWeightedAverageUsefulLife" />
    <label xml:lang="en-US" xlink:label="us-gaap_AcquiredFiniteLivedIntangibleAssetsWeightedAverageUsefulLife_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Weighted average useful life of acquired intangible lease assets (in years)</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AcquiredFiniteLivedIntangibleAssetsWeightedAverageUsefulLife" xlink:to="us-gaap_AcquiredFiniteLivedIntangibleAssetsWeightedAverageUsefulLife_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_AcquiredFiniteLivedIntangibleAssetsWeightedAverageUsefulLife_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Acquired Finite Lived Intangible Assets Weighted Average Useful Life</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RealEstatePropertiesAxis" xlink:type="locator" xlink:label="us-gaap_RealEstatePropertiesAxis" />
    <label xml:lang="en-US" xlink:label="us-gaap_RealEstatePropertiesAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Real Estate Property Ownership</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RealEstatePropertiesAxis" xlink:to="us-gaap_RealEstatePropertiesAxis_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_RealEstatePropertiesAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Real Estate Properties [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RealEstatePropertiesDomain" xlink:type="locator" xlink:label="us-gaap_RealEstatePropertiesDomain" />
    <label xml:lang="en-US" xlink:label="us-gaap_RealEstatePropertiesDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Real Estate Properties</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RealEstatePropertiesDomain" xlink:to="us-gaap_RealEstatePropertiesDomain_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_RealEstatePropertiesDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Real Estate Properties [Domain]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_TwoThousandEighteenMember" xlink:type="locator" xlink:label="mpw_TwoThousandEighteenMember" />
    <label xml:lang="en-US" xlink:label="mpw_TwoThousandEighteenMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Two thousand eighteen.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_TwoThousandEighteenMember" xlink:to="mpw_TwoThousandEighteenMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_TwoThousandEighteenMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2018 [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_TwoThousandEighteenMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Two Thousand Eighteen [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis" xlink:type="locator" xlink:label="srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis" />
    <label xml:lang="en-US" xlink:label="srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Investment, Name</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis" xlink:to="srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis_lbl" />
    <label xml:lang="en-US" xlink:label="srt_ScheduleOfEquityMethodInvestmentEquityMethodInvesteeNameAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Schedule Of Equity Method Investment Equity Method Investee Name [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_EquityMethodInvesteeNameDomain" xlink:type="locator" xlink:label="srt_EquityMethodInvesteeNameDomain" />
    <label xml:lang="en-US" xlink:label="srt_EquityMethodInvesteeNameDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Investment, Name</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_EquityMethodInvesteeNameDomain" xlink:to="srt_EquityMethodInvesteeNameDomain_lbl" />
    <label xml:lang="en-US" xlink:label="srt_EquityMethodInvesteeNameDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Equity Method Investee Name [Domain]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_PrimotopHoldingsSARLMember" xlink:type="locator" xlink:label="mpw_PrimotopHoldingsSARLMember" />
    <label xml:lang="en-US" xlink:label="mpw_PrimotopHoldingsSARLMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Primotop holdings s.a.r.l.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_PrimotopHoldingsSARLMember" xlink:to="mpw_PrimotopHoldingsSARLMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_PrimotopHoldingsSARLMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Primotop Holdings S.a.r.l. [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_PrimotopHoldingsSARLMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Primotop Holdings S A R L [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_StatementGeographicalAxis" xlink:type="locator" xlink:label="srt_StatementGeographicalAxis" />
    <label xml:lang="en-US" xlink:label="srt_StatementGeographicalAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Geographical</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_StatementGeographicalAxis" xlink:to="srt_StatementGeographicalAxis_lbl" />
    <label xml:lang="en-US" xlink:label="srt_StatementGeographicalAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Statement Geographical [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_SegmentGeographicalDomain" xlink:type="locator" xlink:label="srt_SegmentGeographicalDomain" />
    <label xml:lang="en-US" xlink:label="srt_SegmentGeographicalDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Geographical</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_SegmentGeographicalDomain" xlink:to="srt_SegmentGeographicalDomain_lbl" />
    <label xml:lang="en-US" xlink:label="srt_SegmentGeographicalDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Segment Geographical [Domain]</label>
    <loc xlink:href="http://xbrl.sec.gov/country/2017/country-2017-01-31.xsd#country_DE" xlink:type="locator" xlink:label="country_DE" />
    <label xml:lang="en-US" xlink:label="country_DE_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Germany [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="country_DE" xlink:to="country_DE_lbl" />
    <label xml:lang="en-US" xlink:label="country_DE_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">GERMANY</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MajorPropertyClassAxis" xlink:type="locator" xlink:label="us-gaap_MajorPropertyClassAxis" />
    <label xml:lang="en-US" xlink:label="us-gaap_MajorPropertyClassAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Major Property Class</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_MajorPropertyClassAxis" xlink:to="us-gaap_MajorPropertyClassAxis_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_MajorPropertyClassAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Major Property Class [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MajorPropertyClassDomain" xlink:type="locator" xlink:label="us-gaap_MajorPropertyClassDomain" />
    <label xml:lang="en-US" xlink:label="us-gaap_MajorPropertyClassDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Major Property Class</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_MajorPropertyClassDomain" xlink:to="us-gaap_MajorPropertyClassDomain_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_MajorPropertyClassDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Major Property Class [Domain]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_AcuteCareHospitalMember" xlink:type="locator" xlink:label="mpw_AcuteCareHospitalMember" />
    <label xml:lang="en-US" xlink:label="mpw_AcuteCareHospitalMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Acute care hospital.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_AcuteCareHospitalMember" xlink:to="mpw_AcuteCareHospitalMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_AcuteCareHospitalMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Acute Care Hospital [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_AcuteCareHospitalMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Acute Care Hospital [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueByMeasurementBasisAxis" xlink:type="locator" xlink:label="us-gaap_FairValueByMeasurementBasisAxis" />
    <label xml:lang="en-US" xlink:label="us-gaap_FairValueByMeasurementBasisAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Measurement Basis</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FairValueByMeasurementBasisAxis" xlink:to="us-gaap_FairValueByMeasurementBasisAxis_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_FairValueByMeasurementBasisAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Fair Value By Measurement Basis [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PortionAtFairValueFairValueDisclosureMember" xlink:type="locator" xlink:label="us-gaap_PortionAtFairValueFairValueDisclosureMember" />
    <label xml:lang="en-US" xlink:label="us-gaap_PortionAtFairValueFairValueDisclosureMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Fair Value Disclosure Item Amounts [Default]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PortionAtFairValueFairValueDisclosureMember" xlink:to="us-gaap_PortionAtFairValueFairValueDisclosureMember_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_PortionAtFairValueFairValueDisclosureMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Portion At Fair Value Fair Value Disclosure [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueDisclosureItemAmountsDomain" xlink:type="locator" xlink:label="us-gaap_FairValueDisclosureItemAmountsDomain" />
    <label xml:lang="en-US" xlink:label="us-gaap_FairValueDisclosureItemAmountsDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Fair Value Measurement</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FairValueDisclosureItemAmountsDomain" xlink:to="us-gaap_FairValueDisclosureItemAmountsDomain_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_FairValueDisclosureItemAmountsDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Fair Value Disclosure Item Amounts [Domain]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EstimateOfFairValueFairValueDisclosureMember" xlink:type="locator" xlink:label="us-gaap_EstimateOfFairValueFairValueDisclosureMember" />
    <label xml:lang="en-US" xlink:label="us-gaap_EstimateOfFairValueFairValueDisclosureMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Fair Value [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_EstimateOfFairValueFairValueDisclosureMember" xlink:to="us-gaap_EstimateOfFairValueFairValueDisclosureMember_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_EstimateOfFairValueFairValueDisclosureMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Estimate Of Fair Value Fair Value Disclosure [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_StatementScenarioAxis" xlink:type="locator" xlink:label="us-gaap_StatementScenarioAxis" />
    <label xml:lang="en-US" xlink:label="us-gaap_StatementScenarioAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Scenario</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_StatementScenarioAxis" xlink:to="us-gaap_StatementScenarioAxis_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_StatementScenarioAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Statement Scenario [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScenarioUnspecifiedDomain" xlink:type="locator" xlink:label="us-gaap_ScenarioUnspecifiedDomain" />
    <label xml:lang="en-US" xlink:label="us-gaap_ScenarioUnspecifiedDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Scenario, Unspecified</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ScenarioUnspecifiedDomain" xlink:to="us-gaap_ScenarioUnspecifiedDomain_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_ScenarioUnspecifiedDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Scenario Unspecified [Domain]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScenarioForecastMember" xlink:type="locator" xlink:label="us-gaap_ScenarioForecastMember" />
    <label xml:lang="en-US" xlink:label="us-gaap_ScenarioForecastMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Scenario, Forecast [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ScenarioForecastMember" xlink:to="us-gaap_ScenarioForecastMember_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_ScenarioForecastMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Scenario Forecast [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_RehabilitationHospitalMember" xlink:type="locator" xlink:label="mpw_RehabilitationHospitalMember" />
    <label xml:lang="en-US" xlink:label="mpw_RehabilitationHospitalMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Rehabilitation hospital.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_RehabilitationHospitalMember" xlink:to="mpw_RehabilitationHospitalMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_RehabilitationHospitalMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Rehabilitation Hospital with Covenant Health System [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_RehabilitationHospitalMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Rehabilitation Hospital [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_MedianMember" xlink:type="locator" xlink:label="mpw_MedianMember" />
    <label xml:lang="en-US" xlink:label="mpw_MedianMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Median.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_MedianMember" xlink:to="mpw_MedianMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_MedianMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">MEDIAN [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_MedianMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Median [Member]</label>
    <loc xlink:href="https://xbrl.sec.gov/stpr/2018/stpr-2018-01-31.xsd#stpr_WA" xlink:type="locator" xlink:label="stpr_WA" />
    <label xml:lang="en-US" xlink:label="stpr_WA_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Pasco, Washington [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="stpr_WA" xlink:to="stpr_WA_lbl" />
    <label xml:lang="en-US" xlink:label="stpr_WA_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">WASHINGTON</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_GeneralAcuteCareHospitalAndHealthcareSystemMember" xlink:type="locator" xlink:label="mpw_GeneralAcuteCareHospitalAndHealthcareSystemMember" />
    <label xml:lang="en-US" xlink:label="mpw_GeneralAcuteCareHospitalAndHealthcareSystemMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">General Acute Care Hospital And Healthcare System [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_GeneralAcuteCareHospitalAndHealthcareSystemMember" xlink:to="mpw_GeneralAcuteCareHospitalAndHealthcareSystemMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_GeneralAcuteCareHospitalAndHealthcareSystemMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">General Acute Care Hospital and Healthcare System [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_GeneralAcuteCareHospitalAndHealthcareSystemMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">General Acute Care Hospital And Healthcare System [Member]</label>
    <loc xlink:href="https://xbrl.sec.gov/stpr/2018/stpr-2018-01-31.xsd#stpr_MA" xlink:type="locator" xlink:label="stpr_MA" />
    <label xml:lang="en-US" xlink:label="stpr_MA_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Massachusetts [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="stpr_MA" xlink:to="stpr_MA_lbl" />
    <label xml:lang="en-US" xlink:label="stpr_MA_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">MASSACHUSETTS</label>
    <loc xlink:href="https://xbrl.sec.gov/stpr/2018/stpr-2018-01-31.xsd#stpr_TX" xlink:type="locator" xlink:label="stpr_TX" />
    <label xml:lang="en-US" xlink:label="stpr_TX_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Texas [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="stpr_TX" xlink:to="stpr_TX_lbl" />
    <label xml:lang="en-US" xlink:label="stpr_TX_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">TEXAS</label>
    <loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_LegalEntityAxis" xlink:type="locator" xlink:label="dei_LegalEntityAxis" />
    <label xml:lang="en-US" xlink:label="dei_LegalEntityAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Legal Entity</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_LegalEntityAxis" xlink:to="dei_LegalEntityAxis_lbl" />
    <label xml:lang="en-US" xlink:label="dei_LegalEntityAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Legal Entity [Axis]</label>
    <loc xlink:href="https://xbrl.sec.gov/dei/2018/dei-2018-01-31.xsd#dei_EntityDomain" xlink:type="locator" xlink:label="dei_EntityDomain" />
    <label xml:lang="en-US" xlink:label="dei_EntityDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Entity</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="dei_EntityDomain" xlink:to="dei_EntityDomain_lbl" />
    <label xml:lang="en-US" xlink:label="dei_EntityDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Entity [Domain]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_StewardHealthCareSystemLLCMember" xlink:type="locator" xlink:label="mpw_StewardHealthCareSystemLLCMember" />
    <label xml:lang="en-US" xlink:label="mpw_StewardHealthCareSystemLLCMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Steward Health Care System LLC.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_StewardHealthCareSystemLLCMember" xlink:to="mpw_StewardHealthCareSystemLLCMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_StewardHealthCareSystemLLCMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Steward Health Care System LLC [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_StewardHealthCareSystemLLCMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Steward Health Care System L L C [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EquityMethodInvestmentOwnershipPercentage" xlink:type="locator" xlink:label="us-gaap_EquityMethodInvestmentOwnershipPercentage" />
    <label xml:lang="en-US" xlink:label="us-gaap_EquityMethodInvestmentOwnershipPercentage_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Ownership interest in joint venture under the equity method</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_EquityMethodInvestmentOwnershipPercentage" xlink:to="us-gaap_EquityMethodInvestmentOwnershipPercentage_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_EquityMethodInvestmentOwnershipPercentage_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Equity Method Investment Ownership Percentage</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_NumberOfBusinessesAcquired" xlink:type="locator" xlink:label="us-gaap_NumberOfBusinessesAcquired" />
    <label xml:lang="en-US" xlink:label="us-gaap_NumberOfBusinessesAcquired_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of facilities acquired</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_NumberOfBusinessesAcquired" xlink:to="us-gaap_NumberOfBusinessesAcquired_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_NumberOfBusinessesAcquired_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Businesses Acquired</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RealEstateInvestments" xlink:type="locator" xlink:label="us-gaap_RealEstateInvestments" />
    <label xml:lang="en-US" xlink:label="us-gaap_RealEstateInvestments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Aggregate fair value of ownership interest</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RealEstateInvestments" xlink:to="us-gaap_RealEstateInvestments_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_RealEstateInvestments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Real Estate Investments</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_EquityMethodInvestments" xlink:type="locator" xlink:label="us-gaap_EquityMethodInvestments" />
    <label xml:lang="en-US" xlink:label="us-gaap_EquityMethodInvestments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Ownership interest in joint venture under the equity method value included in other assets</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_EquityMethodInvestments" xlink:to="us-gaap_EquityMethodInvestments_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_EquityMethodInvestments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Equity Method Investments</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DueFromJointVentures" xlink:type="locator" xlink:label="us-gaap_DueFromJointVentures" />
    <label xml:lang="en-US" xlink:label="us-gaap_DueFromJointVentures_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Shareholder loan to joint venture</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DueFromJointVentures" xlink:to="us-gaap_DueFromJointVentures_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_DueFromJointVentures_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Due From Joint Ventures</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProceedsFromContributionsFromAffiliates" xlink:type="locator" xlink:label="us-gaap_ProceedsFromContributionsFromAffiliates" />
    <label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromContributionsFromAffiliates_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Proceeds from joint venture</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ProceedsFromContributionsFromAffiliates" xlink:to="us-gaap_ProceedsFromContributionsFromAffiliates_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromContributionsFromAffiliates_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Proceeds From Contributions From Affiliates</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_GainLossOnDispositionOfRealEstateDiscontinuedOperations" xlink:type="locator" xlink:label="us-gaap_GainLossOnDispositionOfRealEstateDiscontinuedOperations" />
    <label xml:lang="en-US" xlink:label="us-gaap_GainLossOnDispositionOfRealEstateDiscontinuedOperations_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Gain on sale of real estate</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_GainLossOnDispositionOfRealEstateDiscontinuedOperations" xlink:to="us-gaap_GainLossOnDispositionOfRealEstateDiscontinuedOperations_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_GainLossOnDispositionOfRealEstateDiscontinuedOperations_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Gain Loss On Disposition Of Real Estate Discontinued Operations</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_LeaseAgreementAnnualIncrementalInterestPercentage" xlink:type="locator" xlink:label="mpw_LeaseAgreementAnnualIncrementalInterestPercentage" />
    <label xml:lang="en-US" xlink:label="mpw_LeaseAgreementAnnualIncrementalInterestPercentage_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Lease agreement annual incremental interest percentage.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_LeaseAgreementAnnualIncrementalInterestPercentage" xlink:to="mpw_LeaseAgreementAnnualIncrementalInterestPercentage_lbl" />
    <loc xlink:href="mpw-20180930.xsd#mpw_LeaseAgreementInterestPercentage" xlink:type="locator" xlink:label="mpw_LeaseAgreementInterestPercentage" />
    <label xml:lang="en-US" xlink:label="mpw_LeaseAgreementInterestPercentage_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Lease agreement interest percentage.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_LeaseAgreementInterestPercentage" xlink:to="mpw_LeaseAgreementInterestPercentage_lbl" />
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BusinessCombinationConsiderationTransferred1" xlink:type="locator" xlink:label="us-gaap_BusinessCombinationConsiderationTransferred1" />
    <label xml:lang="en-US" xlink:label="us-gaap_BusinessCombinationConsiderationTransferred1_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Purchase price of acquisition</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_BusinessCombinationConsiderationTransferred1" xlink:to="us-gaap_BusinessCombinationConsiderationTransferred1_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_BusinessCombinationConsiderationTransferred1_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Business Combination Consideration Transferred1</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LessorOperatingLeaseTermOfContract" xlink:type="locator" xlink:label="us-gaap_LessorOperatingLeaseTermOfContract" />
    <label xml:lang="en-US" xlink:label="us-gaap_LessorOperatingLeaseTermOfContract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Term of lease</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LessorOperatingLeaseTermOfContract" xlink:to="us-gaap_LessorOperatingLeaseTermOfContract_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_LessorOperatingLeaseTermOfContract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lessor Operating Lease Term Of Contract</label>
    <label xml:lang="en-US" xlink:label="mpw_LeaseAgreementAnnualIncrementalInterestPercentage_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Lease rent increase percentage</label>
    <label xml:lang="en-US" xlink:label="mpw_LeaseAgreementAnnualIncrementalInterestPercentage_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lease Agreement Annual Incremental Interest Percentage</label>
    <label xml:lang="en-US" xlink:label="mpw_LeaseAgreementInterestPercentage_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Lease rate</label>
    <label xml:lang="en-US" xlink:label="mpw_LeaseAgreementInterestPercentage_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lease Agreement Interest Percentage</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_NumberOfLeaseExtensionOptions" xlink:type="locator" xlink:label="mpw_NumberOfLeaseExtensionOptions" />
    <label xml:lang="en-US" xlink:label="mpw_NumberOfLeaseExtensionOptions_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of lease extension options.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_NumberOfLeaseExtensionOptions" xlink:to="mpw_NumberOfLeaseExtensionOptions_lbl" />
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MortgageLoansOnRealEstateNewMortgageLoans" xlink:type="locator" xlink:label="us-gaap_MortgageLoansOnRealEstateNewMortgageLoans" />
    <label xml:lang="en-US" xlink:label="us-gaap_MortgageLoansOnRealEstateNewMortgageLoans_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Mortgage financing</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_MortgageLoansOnRealEstateNewMortgageLoans" xlink:to="us-gaap_MortgageLoansOnRealEstateNewMortgageLoans_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_MortgageLoansOnRealEstateNewMortgageLoans_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Mortgage Loans On Real Estate New Mortgage Loans</label>
    <label xml:lang="en-US" xlink:label="mpw_NumberOfLeaseExtensionOptions_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of lease extension options</label>
    <label xml:lang="en-US" xlink:label="mpw_NumberOfLeaseExtensionOptions_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Lease Extension Options</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LessorOperatingLeaseRenewalTerm" xlink:type="locator" xlink:label="us-gaap_LessorOperatingLeaseRenewalTerm" />
    <label xml:lang="en-US" xlink:label="us-gaap_LessorOperatingLeaseRenewalTerm_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Term of lease extension, years</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LessorOperatingLeaseRenewalTerm" xlink:to="us-gaap_LessorOperatingLeaseRenewalTerm_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_LessorOperatingLeaseRenewalTerm_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lessor Operating Lease Renewal Term</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_NumberOfFacilitiesClosed" xlink:type="locator" xlink:label="mpw_NumberOfFacilitiesClosed" />
    <label xml:lang="en-US" xlink:label="mpw_NumberOfFacilitiesClosed_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of facilities closed</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_NumberOfFacilitiesClosed" xlink:to="mpw_NumberOfFacilitiesClosed_lbl" />
    <loc xlink:href="mpw-20180930.xsd#mpw_NumberOfMortgageFacilities" xlink:type="locator" xlink:label="mpw_NumberOfMortgageFacilities" />
    <label xml:lang="en-US" xlink:label="mpw_NumberOfMortgageFacilities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of mortgage facilities.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_NumberOfMortgageFacilities" xlink:to="mpw_NumberOfMortgageFacilities_lbl" />
    <loc xlink:href="mpw-20180930.xsd#mpw_BusinessCombinationEquityInterestInAcquireeFairValue" xlink:type="locator" xlink:label="mpw_BusinessCombinationEquityInterestInAcquireeFairValue" />
    <label xml:lang="en-US" xlink:label="mpw_BusinessCombinationEquityInterestInAcquireeFairValue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Business combination equity interest in acquiree fair value.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_BusinessCombinationEquityInterestInAcquireeFairValue" xlink:to="mpw_BusinessCombinationEquityInterestInAcquireeFairValue_lbl" />
    <loc xlink:href="mpw-20180930.xsd#mpw_CombinedPurchasePriceAndInvestmentAmount" xlink:type="locator" xlink:label="mpw_CombinedPurchasePriceAndInvestmentAmount" />
    <label xml:lang="en-US" xlink:label="mpw_CombinedPurchasePriceAndInvestmentAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Combined purchase price and investment amount.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_CombinedPurchasePriceAndInvestmentAmount" xlink:to="mpw_CombinedPurchasePriceAndInvestmentAmount_lbl" />
    <loc xlink:href="mpw-20180930.xsd#mpw_TwoThousandSeventeenMember" xlink:type="locator" xlink:label="mpw_TwoThousandSeventeenMember" />
    <label xml:lang="en-US" xlink:label="mpw_TwoThousandSeventeenMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Two thousand seventeen.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_TwoThousandSeventeenMember" xlink:to="mpw_TwoThousandSeventeenMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_TwoThousandSeventeenMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2017 [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_TwoThousandSeventeenMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Two Thousand Seventeen [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_BehavioralHealthCareFacilityMember" xlink:type="locator" xlink:label="mpw_BehavioralHealthCareFacilityMember" />
    <label xml:lang="en-US" xlink:label="mpw_BehavioralHealthCareFacilityMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Behavioral health care facility.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_BehavioralHealthCareFacilityMember" xlink:to="mpw_BehavioralHealthCareFacilityMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_BehavioralHealthCareFacilityMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Behavioral Health Care Facility [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_BehavioralHealthCareFacilityMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Behavioral Health Care Facility [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_SubsidiariesMember" xlink:type="locator" xlink:label="srt_SubsidiariesMember" />
    <label xml:lang="en-US" xlink:label="srt_SubsidiariesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Subsidiaries [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_SubsidiariesMember" xlink:to="srt_SubsidiariesMember_lbl" />
    <label xml:lang="en-US" xlink:label="srt_SubsidiariesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Subsidiaries [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_MortgageLoansOnRealEstateDescriptionLoanCategoryAxis" xlink:type="locator" xlink:label="srt_MortgageLoansOnRealEstateDescriptionLoanCategoryAxis" />
    <label xml:lang="en-US" xlink:label="srt_MortgageLoansOnRealEstateDescriptionLoanCategoryAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate, Loan Category</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_MortgageLoansOnRealEstateDescriptionLoanCategoryAxis" xlink:to="srt_MortgageLoansOnRealEstateDescriptionLoanCategoryAxis_lbl" />
    <label xml:lang="en-US" xlink:label="srt_MortgageLoansOnRealEstateDescriptionLoanCategoryAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Mortgage Loans On Real Estate Description Loan Category [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_MortgageLoansOnRealEstateLoanCategoryDomain" xlink:type="locator" xlink:label="srt_MortgageLoansOnRealEstateLoanCategoryDomain" />
    <label xml:lang="en-US" xlink:label="srt_MortgageLoansOnRealEstateLoanCategoryDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate, Loan Category</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_MortgageLoansOnRealEstateLoanCategoryDomain" xlink:to="srt_MortgageLoansOnRealEstateLoanCategoryDomain_lbl" />
    <label xml:lang="en-US" xlink:label="srt_MortgageLoansOnRealEstateLoanCategoryDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Mortgage Loans On Real Estate Loan Category [Domain]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_MortgageMember" xlink:type="locator" xlink:label="mpw_MortgageMember" />
    <label xml:lang="en-US" xlink:label="mpw_MortgageMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Mortgage.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_MortgageMember" xlink:to="mpw_MortgageMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_MortgageMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Mortgage [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_MortgageMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Mortgage [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BusinessAcquisitionAxis" xlink:type="locator" xlink:label="us-gaap_BusinessAcquisitionAxis" />
    <label xml:lang="en-US" xlink:label="us-gaap_BusinessAcquisitionAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Business Acquisition</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_BusinessAcquisitionAxis" xlink:to="us-gaap_BusinessAcquisitionAxis_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_BusinessAcquisitionAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Business Acquisition [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BusinessAcquisitionAcquireeDomain" xlink:type="locator" xlink:label="us-gaap_BusinessAcquisitionAcquireeDomain" />
    <label xml:lang="en-US" xlink:label="us-gaap_BusinessAcquisitionAcquireeDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Business Acquisition, Acquiree</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_BusinessAcquisitionAcquireeDomain" xlink:to="us-gaap_BusinessAcquisitionAcquireeDomain_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_BusinessAcquisitionAcquireeDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Business Acquisition Acquiree [Domain]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_IASISHealthcareLLCMember" xlink:type="locator" xlink:label="mpw_IASISHealthcareLLCMember" />
    <label xml:lang="en-US" xlink:label="mpw_IASISHealthcareLLCMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">IASIS Healthcare LLC.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_IASISHealthcareLLCMember" xlink:to="mpw_IASISHealthcareLLCMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_IASISHealthcareLLCMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">IASIS Healthcare [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_IASISHealthcareLLCMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">I A S I S Healthcare L L C [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_FloridaOhioAndPennsylvaniaMember" xlink:type="locator" xlink:label="mpw_FloridaOhioAndPennsylvaniaMember" />
    <label xml:lang="en-US" xlink:label="mpw_FloridaOhioAndPennsylvaniaMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Florida, Ohio and Pennsylvania.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_FloridaOhioAndPennsylvaniaMember" xlink:to="mpw_FloridaOhioAndPennsylvaniaMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_FloridaOhioAndPennsylvaniaMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Florida, Ohio, and Pennsylvania [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_FloridaOhioAndPennsylvaniaMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Florida Ohio And Pennsylvania [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_CommunityHealthSystemsIncMember" xlink:type="locator" xlink:label="mpw_CommunityHealthSystemsIncMember" />
    <label xml:lang="en-US" xlink:label="mpw_CommunityHealthSystemsIncMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Community Health Systems Inc.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_CommunityHealthSystemsIncMember" xlink:to="mpw_CommunityHealthSystemsIncMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_CommunityHealthSystemsIncMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Community Health Systems, Inc. [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_CommunityHealthSystemsIncMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Community Health Systems Inc [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LeaseArrangementTypeAxis" xlink:type="locator" xlink:label="us-gaap_LeaseArrangementTypeAxis" />
    <label xml:lang="en-US" xlink:label="us-gaap_LeaseArrangementTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Lease Arrangement, Type</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LeaseArrangementTypeAxis" xlink:to="us-gaap_LeaseArrangementTypeAxis_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_LeaseArrangementTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lease Arrangement Type [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LeaseArrangementTypeDomain" xlink:type="locator" xlink:label="us-gaap_LeaseArrangementTypeDomain" />
    <label xml:lang="en-US" xlink:label="us-gaap_LeaseArrangementTypeDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Lease Arrangement, Type</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LeaseArrangementTypeDomain" xlink:to="us-gaap_LeaseArrangementTypeDomain_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_LeaseArrangementTypeDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lease Arrangement Type [Domain]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_ThirdMasterLeaseMember" xlink:type="locator" xlink:label="mpw_ThirdMasterLeaseMember" />
    <label xml:lang="en-US" xlink:label="mpw_ThirdMasterLeaseMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Third Master Lease [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_ThirdMasterLeaseMember" xlink:to="mpw_ThirdMasterLeaseMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_ThirdMasterLeaseMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Third Master Lease [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_ThirdMasterLeaseMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Third Master Lease [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_OhioValleyMedicalCenterMember" xlink:type="locator" xlink:label="mpw_OhioValleyMedicalCenterMember" />
    <label xml:lang="en-US" xlink:label="mpw_OhioValleyMedicalCenterMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Ohio Valley Medical Center.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_OhioValleyMedicalCenterMember" xlink:to="mpw_OhioValleyMedicalCenterMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_OhioValleyMedicalCenterMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Ohio Valley Medical Center [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_OhioValleyMedicalCenterMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Ohio Valley Medical Center [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_EastOhioRegionalHospitalMember" xlink:type="locator" xlink:label="mpw_EastOhioRegionalHospitalMember" />
    <label xml:lang="en-US" xlink:label="mpw_EastOhioRegionalHospitalMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">East Ohio Regional Hospital.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_EastOhioRegionalHospitalMember" xlink:to="mpw_EastOhioRegionalHospitalMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_EastOhioRegionalHospitalMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">East Ohio Regional Hospital [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_EastOhioRegionalHospitalMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">East Ohio Regional Hospital [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_AlectoHealthcareServicesMember" xlink:type="locator" xlink:label="mpw_AlectoHealthcareServicesMember" />
    <label xml:lang="en-US" xlink:label="mpw_AlectoHealthcareServicesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Alecto healthcare services.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_AlectoHealthcareServicesMember" xlink:to="mpw_AlectoHealthcareServicesMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_AlectoHealthcareServicesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Alecto Healthcare Services [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_AlectoHealthcareServicesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Alecto Healthcare Services [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_WestVirginiaAndOhioMember" xlink:type="locator" xlink:label="mpw_WestVirginiaAndOhioMember" />
    <label xml:lang="en-US" xlink:label="mpw_WestVirginiaAndOhioMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">West Virginia and Ohio.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_WestVirginiaAndOhioMember" xlink:to="mpw_WestVirginiaAndOhioMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_WestVirginiaAndOhioMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">West Virginia and Ohio [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_WestVirginiaAndOhioMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">West Virginia And Ohio [Member]</label>
    <loc xlink:href="https://xbrl.sec.gov/stpr/2018/stpr-2018-01-31.xsd#stpr_ID" xlink:type="locator" xlink:label="stpr_ID" />
    <label xml:lang="en-US" xlink:label="stpr_ID_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">IDAHO, Lewiston</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="stpr_ID" xlink:to="stpr_ID_lbl" />
    <label xml:lang="en-US" xlink:label="stpr_ID_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">IDAHO</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_StJosephRegionalMedicalCenterMember" xlink:type="locator" xlink:label="mpw_StJosephRegionalMedicalCenterMember" />
    <label xml:lang="en-US" xlink:label="mpw_StJosephRegionalMedicalCenterMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">St Joseph Regional Medical Center.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_StJosephRegionalMedicalCenterMember" xlink:to="mpw_StJosephRegionalMedicalCenterMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_StJosephRegionalMedicalCenterMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">St. Joseph Regional Medical Center [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_StJosephRegionalMedicalCenterMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">St Joseph Regional Medical Center [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_BusinessAcquisitionsMember" xlink:type="locator" xlink:label="mpw_BusinessAcquisitionsMember" />
    <label xml:lang="en-US" xlink:label="mpw_BusinessAcquisitionsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Business Acquisitions [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_BusinessAcquisitionsMember" xlink:to="mpw_BusinessAcquisitionsMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_BusinessAcquisitionsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Business Acquisitions [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_BusinessAcquisitionsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Business Acquisitions [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_NumberOfFacilitiesClosed_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of facilities closed</label>
    <label xml:lang="en-US" xlink:label="mpw_NumberOfFacilitiesClosed_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Facilities Closed</label>
    <label xml:lang="en-US" xlink:label="mpw_NumberOfMortgageFacilities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of mortgage facilities</label>
    <label xml:lang="en-US" xlink:label="mpw_NumberOfMortgageFacilities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Mortgage Facilities</label>
    <label xml:lang="en-US" xlink:label="mpw_BusinessCombinationEquityInterestInAcquireeFairValue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Equity interest acquired</label>
    <label xml:lang="en-US" xlink:label="mpw_BusinessCombinationEquityInterestInAcquireeFairValue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Business Combination Equity Interest In Acquiree Fair Value</label>
    <label xml:lang="en-US" xlink:label="mpw_CombinedPurchasePriceAndInvestmentAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Combined purchase price and investment amount</label>
    <label xml:lang="en-US" xlink:label="mpw_CombinedPurchasePriceAndInvestmentAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Combined Purchase Price And Investment Amount</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_LeaseExpirationMonthAndYear" xlink:type="locator" xlink:label="mpw_LeaseExpirationMonthAndYear" />
    <label xml:lang="en-US" xlink:label="mpw_LeaseExpirationMonthAndYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Lease expiration, month and year.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_LeaseExpirationMonthAndYear" xlink:to="mpw_LeaseExpirationMonthAndYear_lbl" />
    <loc xlink:href="mpw-20180930.xsd#mpw_NumberOfPropertiesClosedOn" xlink:type="locator" xlink:label="mpw_NumberOfPropertiesClosedOn" />
    <label xml:lang="en-US" xlink:label="mpw_NumberOfPropertiesClosedOn_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of properties disposed.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_NumberOfPropertiesClosedOn" xlink:to="mpw_NumberOfPropertiesClosedOn_lbl" />
    <loc xlink:href="mpw-20180930.xsd#mpw_AmountOfPropertiesClosed" xlink:type="locator" xlink:label="mpw_AmountOfPropertiesClosed" />
    <label xml:lang="en-US" xlink:label="mpw_AmountOfPropertiesClosed_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Amount of properties closed.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_AmountOfPropertiesClosed" xlink:to="mpw_AmountOfPropertiesClosed_lbl" />
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AcquisitionCosts" xlink:type="locator" xlink:label="us-gaap_AcquisitionCosts" />
    <label xml:lang="en-US" xlink:label="us-gaap_AcquisitionCosts_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Acquisition costs</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AcquisitionCosts" xlink:to="us-gaap_AcquisitionCosts_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_AcquisitionCosts_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Acquisition Costs</label>
    <label xml:lang="en-US" xlink:label="mpw_LeaseExpirationMonthAndYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Lease agreement, end date</label>
    <label xml:lang="en-US" xlink:label="mpw_LeaseExpirationMonthAndYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lease Expiration Month And Year</label>
    <label xml:lang="en-US" xlink:label="mpw_NumberOfPropertiesClosedOn_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of properties closed</label>
    <label xml:lang="en-US" xlink:label="mpw_NumberOfPropertiesClosedOn_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Properties Closed On</label>
    <label xml:lang="en-US" xlink:label="mpw_AmountOfPropertiesClosed_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Amount of properties closed</label>
    <label xml:lang="en-US" xlink:label="mpw_AmountOfPropertiesClosed_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Amount Of Properties Closed</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_NumberOfBedsAcquired" xlink:type="locator" xlink:label="mpw_NumberOfBedsAcquired" />
    <label xml:lang="en-US" xlink:label="mpw_NumberOfBedsAcquired_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of beds acquired.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_NumberOfBedsAcquired" xlink:to="mpw_NumberOfBedsAcquired_lbl" />
    <loc xlink:href="mpw-20180930.xsd#mpw_LeaseAgreementIncreaseInConsumerPriceIndexFloorRateMinimum" xlink:type="locator" xlink:label="mpw_LeaseAgreementIncreaseInConsumerPriceIndexFloorRateMinimum" />
    <label xml:lang="en-US" xlink:label="mpw_LeaseAgreementIncreaseInConsumerPriceIndexFloorRateMinimum_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Lease agreement increase in consumer price index floor rate minimum.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_LeaseAgreementIncreaseInConsumerPriceIndexFloorRateMinimum" xlink:to="mpw_LeaseAgreementIncreaseInConsumerPriceIndexFloorRateMinimum_lbl" />
    <loc xlink:href="mpw-20180930.xsd#mpw_PercentageOfOwnershipInterestInOperatorFacilities" xlink:type="locator" xlink:label="mpw_PercentageOfOwnershipInterestInOperatorFacilities" />
    <label xml:lang="en-US" xlink:label="mpw_PercentageOfOwnershipInterestInOperatorFacilities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Percentage of ownership interest in operator facilities.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_PercentageOfOwnershipInterestInOperatorFacilities" xlink:to="mpw_PercentageOfOwnershipInterestInOperatorFacilities_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_NumberOfBedsAcquired_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of beds acquired</label>
    <label xml:lang="en-US" xlink:label="mpw_NumberOfBedsAcquired_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Beds Acquired</label>
    <label xml:lang="en-US" xlink:label="mpw_LeaseAgreementIncreaseInConsumerPriceIndexFloorRateMinimum_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Percentage of increase in annual rent</label>
    <label xml:lang="en-US" xlink:label="mpw_LeaseAgreementIncreaseInConsumerPriceIndexFloorRateMinimum_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Lease Agreement Increase In Consumer Price Index Floor Rate Minimum</label>
    <label xml:lang="en-US" xlink:label="mpw_PercentageOfOwnershipInterestInOperatorFacilities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Ownership interest percentage in operator facility</label>
    <label xml:lang="en-US" xlink:label="mpw_PercentageOfOwnershipInterestInOperatorFacilities_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Percentage Of Ownership Interest In Operator Facilities</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_OperatingLeasesIncomeStatementLeaseIncome" xlink:type="locator" xlink:label="mpw_OperatingLeasesIncomeStatementLeaseIncome" />
    <label xml:lang="en-US" xlink:label="mpw_OperatingLeasesIncomeStatementLeaseIncome_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Operating leases, income statement, lease income.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_OperatingLeasesIncomeStatementLeaseIncome" xlink:to="mpw_OperatingLeasesIncomeStatementLeaseIncome_lbl" />
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_OperatingLeasesIncomeStatementLeaseRevenue" xlink:type="locator" xlink:label="us-gaap_OperatingLeasesIncomeStatementLeaseRevenue" />
    <label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesIncomeStatementLeaseRevenue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Revenue contributed by the acquired entity</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_OperatingLeasesIncomeStatementLeaseRevenue" xlink:to="us-gaap_OperatingLeasesIncomeStatementLeaseRevenue_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_OperatingLeasesIncomeStatementLeaseRevenue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Leases Income Statement Lease Revenue</label>
    <label xml:lang="en-US" xlink:label="mpw_OperatingLeasesIncomeStatementLeaseIncome_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Income contributed by the acquired entity</label>
    <label xml:lang="en-US" xlink:label="mpw_OperatingLeasesIncomeStatementLeaseIncome_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Operating Leases Income Statement Lease Income</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_BusinessCombinationAcquisitionRelatedCosts" xlink:type="locator" xlink:label="us-gaap_BusinessCombinationAcquisitionRelatedCosts" />
    <label xml:lang="en-US" xlink:label="us-gaap_BusinessCombinationAcquisitionRelatedCosts_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Acquisition related costs</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_BusinessCombinationAcquisitionRelatedCosts" xlink:to="us-gaap_BusinessCombinationAcquisitionRelatedCosts_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_BusinessCombinationAcquisitionRelatedCosts_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Business Combination Acquisition Related Costs</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_EstimatedDevelopmentCosts" xlink:type="locator" xlink:label="mpw_EstimatedDevelopmentCosts" />
    <label xml:lang="en-US" xlink:label="mpw_EstimatedDevelopmentCosts_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Estimated development costs.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_EstimatedDevelopmentCosts" xlink:to="mpw_EstimatedDevelopmentCosts_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_ErnestHealthIncMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Ernest [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_DevelopmentActivitiesMember" xlink:type="locator" xlink:label="mpw_DevelopmentActivitiesMember" />
    <label xml:lang="en-US" xlink:label="mpw_DevelopmentActivitiesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Development activities.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_DevelopmentActivitiesMember" xlink:to="mpw_DevelopmentActivitiesMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_DevelopmentActivitiesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Development Activities [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_DevelopmentActivitiesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Development Activities [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_EstimatedDevelopmentCosts_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Estimated total development cost</label>
    <label xml:lang="en-US" xlink:label="mpw_EstimatedDevelopmentCosts_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Estimated Development Costs</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_DevelopmentProjectsOriginalCommitmentAmount" xlink:type="locator" xlink:label="mpw_DevelopmentProjectsOriginalCommitmentAmount" />
    <label xml:lang="en-US" xlink:label="mpw_DevelopmentProjectsOriginalCommitmentAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Development projects original commitment amount.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_DevelopmentProjectsOriginalCommitmentAmount" xlink:to="mpw_DevelopmentProjectsOriginalCommitmentAmount_lbl" />
    <loc xlink:href="mpw-20180930.xsd#mpw_DevelopmentProjectsEstimatedRentCommencementDate" xlink:type="locator" xlink:label="mpw_DevelopmentProjectsEstimatedRentCommencementDate" />
    <label xml:lang="en-US" xlink:label="mpw_DevelopmentProjectsEstimatedRentCommencementDate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Development projects estimated rent commencement date.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_DevelopmentProjectsEstimatedRentCommencementDate" xlink:to="mpw_DevelopmentProjectsEstimatedRentCommencementDate_lbl" />
    <loc xlink:href="mpw-20180930.xsd#mpw_CircleHealthMember" xlink:type="locator" xlink:label="mpw_CircleHealthMember" />
    <label xml:lang="en-US" xlink:label="mpw_CircleHealthMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Circle Health Group.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_CircleHealthMember" xlink:to="mpw_CircleHealthMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_CircleHealthMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Circle Health [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_CircleHealthMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Circle Health [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_CircleHealthRehabilitationMember" xlink:type="locator" xlink:label="mpw_CircleHealthRehabilitationMember" />
    <label xml:lang="en-US" xlink:label="mpw_CircleHealthRehabilitationMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Circle health rehabilitation.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_CircleHealthRehabilitationMember" xlink:to="mpw_CircleHealthRehabilitationMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_CircleHealthRehabilitationMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Circle Health Rehabilitation [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_CircleHealthRehabilitationMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Circle Health Rehabilitation [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_SurgeryPartnersMember" xlink:type="locator" xlink:label="mpw_SurgeryPartnersMember" />
    <label xml:lang="en-US" xlink:label="mpw_SurgeryPartnersMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Surgery partners.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_SurgeryPartnersMember" xlink:to="mpw_SurgeryPartnersMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_SurgeryPartnersMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Surgery Partners [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_SurgeryPartnersMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Surgery Partners [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_BirminghamUkMember" xlink:type="locator" xlink:label="mpw_BirminghamUkMember" />
    <label xml:lang="en-US" xlink:label="mpw_BirminghamUkMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Birmingham UK</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_BirminghamUkMember" xlink:to="mpw_BirminghamUkMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_BirminghamUkMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Birmingham, England [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_BirminghamUkMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Birmingham Uk [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_IdahoFallsIdMember" xlink:type="locator" xlink:label="mpw_IdahoFallsIdMember" />
    <label xml:lang="en-US" xlink:label="mpw_IdahoFallsIdMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Idaho Falls Id [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_IdahoFallsIdMember" xlink:to="mpw_IdahoFallsIdMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_IdahoFallsIdMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Idaho Falls, ID [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_IdahoFallsIdMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Idaho Falls Id [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_DevelopmentProjectsOriginalCommitmentAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Commitment</label>
    <label xml:lang="en-US" xlink:label="mpw_DevelopmentProjectsOriginalCommitmentAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Development Projects Original Commitment Amount</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CostOfGoodsAndServicesSold" xlink:type="locator" xlink:label="us-gaap_CostOfGoodsAndServicesSold" />
    <label xml:lang="en-US" xlink:label="us-gaap_CostOfGoodsAndServicesSold_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Costs Incurred as of September 30, 2018</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CostOfGoodsAndServicesSold" xlink:to="us-gaap_CostOfGoodsAndServicesSold_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_CostOfGoodsAndServicesSold_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Cost Of Goods And Services Sold</label>
    <label xml:lang="en-US" xlink:label="mpw_DevelopmentProjectsEstimatedRentCommencementDate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Estimated Rent Commencement Date</label>
    <label xml:lang="en-US" xlink:label="mpw_DevelopmentProjectsEstimatedRentCommencementDate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Development Projects Estimated Rent Commencement Date</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_NumberOfPropertiesSold" xlink:type="locator" xlink:label="mpw_NumberOfPropertiesSold" />
    <label xml:lang="en-US" xlink:label="mpw_NumberOfPropertiesSold_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of properties sold.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_NumberOfPropertiesSold" xlink:to="mpw_NumberOfPropertiesSold_lbl" />
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentTable" xlink:type="locator" xlink:label="us-gaap_DebtInstrumentTable" />
    <label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Debt Instrument [Table]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DebtInstrumentTable" xlink:to="us-gaap_DebtInstrumentTable_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Debt Instrument [Table]</label>
    <loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_RealEstateAndAccumulatedDepreciationDescriptionOfPropertyAxis" xlink:type="locator" xlink:label="srt_RealEstateAndAccumulatedDepreciationDescriptionOfPropertyAxis" />
    <label xml:lang="en-US" xlink:label="srt_RealEstateAndAccumulatedDepreciationDescriptionOfPropertyAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Name of Property</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_RealEstateAndAccumulatedDepreciationDescriptionOfPropertyAxis" xlink:to="srt_RealEstateAndAccumulatedDepreciationDescriptionOfPropertyAxis_lbl" />
    <label xml:lang="en-US" xlink:label="srt_RealEstateAndAccumulatedDepreciationDescriptionOfPropertyAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Real Estate And Accumulated Depreciation Description Of Property [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_RealEstateAndAccumulatedDepreciationNameOfPropertyDomain" xlink:type="locator" xlink:label="srt_RealEstateAndAccumulatedDepreciationNameOfPropertyDomain" />
    <label xml:lang="en-US" xlink:label="srt_RealEstateAndAccumulatedDepreciationNameOfPropertyDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Name of Property</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_RealEstateAndAccumulatedDepreciationNameOfPropertyDomain" xlink:to="srt_RealEstateAndAccumulatedDepreciationNameOfPropertyDomain_lbl" />
    <label xml:lang="en-US" xlink:label="srt_RealEstateAndAccumulatedDepreciationNameOfPropertyDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Real Estate And Accumulated Depreciation Name Of Property [Domain]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_HoustonTexasMember" xlink:type="locator" xlink:label="mpw_HoustonTexasMember" />
    <label xml:lang="en-US" xlink:label="mpw_HoustonTexasMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Houston, Texas [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_HoustonTexasMember" xlink:to="mpw_HoustonTexasMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_HoustonTexasMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Houston, Texas [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_HoustonTexasMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Houston Texas [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_NorthCypressMember" xlink:type="locator" xlink:label="mpw_NorthCypressMember" />
    <label xml:lang="en-US" xlink:label="mpw_NorthCypressMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">North cypress.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_NorthCypressMember" xlink:to="mpw_NorthCypressMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_NorthCypressMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">North Cypress [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_NorthCypressMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">North Cypress [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_CaliforniaTexasAndOregonMember" xlink:type="locator" xlink:label="mpw_CaliforniaTexasAndOregonMember" />
    <label xml:lang="en-US" xlink:label="mpw_CaliforniaTexasAndOregonMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">California, Texas, and Oregon.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_CaliforniaTexasAndOregonMember" xlink:to="mpw_CaliforniaTexasAndOregonMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_CaliforniaTexasAndOregonMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">California, Texas, and Oregon [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_CaliforniaTexasAndOregonMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">California Texas And Oregon [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_LongTermAcuteCareHospitalMember" xlink:type="locator" xlink:label="mpw_LongTermAcuteCareHospitalMember" />
    <label xml:lang="en-US" xlink:label="mpw_LongTermAcuteCareHospitalMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Long-term acute care hospital.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_LongTermAcuteCareHospitalMember" xlink:to="mpw_LongTermAcuteCareHospitalMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_LongTermAcuteCareHospitalMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Long-term Acute Care Hospital [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_LongTermAcuteCareHospitalMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Long Term Acute Care Hospital [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AccountsNotesLoansAndFinancingReceivableByReceivableTypeAxis" xlink:type="locator" xlink:label="us-gaap_AccountsNotesLoansAndFinancingReceivableByReceivableTypeAxis" />
    <label xml:lang="en-US" xlink:label="us-gaap_AccountsNotesLoansAndFinancingReceivableByReceivableTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Receivable Type</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AccountsNotesLoansAndFinancingReceivableByReceivableTypeAxis" xlink:to="us-gaap_AccountsNotesLoansAndFinancingReceivableByReceivableTypeAxis_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_AccountsNotesLoansAndFinancingReceivableByReceivableTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Accounts Notes Loans And Financing Receivable By Receivable Type [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ReceivableTypeDomain" xlink:type="locator" xlink:label="us-gaap_ReceivableTypeDomain" />
    <label xml:lang="en-US" xlink:label="us-gaap_ReceivableTypeDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Receivable</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ReceivableTypeDomain" xlink:to="us-gaap_ReceivableTypeDomain_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_ReceivableTypeDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Receivable Type [Domain]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_WorkingCapitalLoansMember" xlink:type="locator" xlink:label="mpw_WorkingCapitalLoansMember" />
    <label xml:lang="en-US" xlink:label="mpw_WorkingCapitalLoansMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Working capital loans.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_WorkingCapitalLoansMember" xlink:to="mpw_WorkingCapitalLoansMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_WorkingCapitalLoansMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Working Capital Loans [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_WorkingCapitalLoansMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Working Capital Loans [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_VibraHealthcareLLCMember" xlink:type="locator" xlink:label="mpw_VibraHealthcareLLCMember" />
    <label xml:lang="en-US" xlink:label="mpw_VibraHealthcareLLCMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Vibra Healthcare, LLC.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_VibraHealthcareLLCMember" xlink:to="mpw_VibraHealthcareLLCMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_VibraHealthcareLLCMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Vibra Healthcare, LLC [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_VibraHealthcareLLCMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Vibra Healthcare L L C [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_MortgageLoansOnRealEstateDescriptionTypeOfPropertyAxis" xlink:type="locator" xlink:label="srt_MortgageLoansOnRealEstateDescriptionTypeOfPropertyAxis" />
    <label xml:lang="en-US" xlink:label="srt_MortgageLoansOnRealEstateDescriptionTypeOfPropertyAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Real Estate, Type of Property</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_MortgageLoansOnRealEstateDescriptionTypeOfPropertyAxis" xlink:to="srt_MortgageLoansOnRealEstateDescriptionTypeOfPropertyAxis_lbl" />
    <label xml:lang="en-US" xlink:label="srt_MortgageLoansOnRealEstateDescriptionTypeOfPropertyAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Mortgage Loans On Real Estate Description Type Of Property [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_MortgageLoansOnRealEstateNamePropertyTypeDomain" xlink:type="locator" xlink:label="srt_MortgageLoansOnRealEstateNamePropertyTypeDomain" />
    <label xml:lang="en-US" xlink:label="srt_MortgageLoansOnRealEstateNamePropertyTypeDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Real Estate</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_MortgageLoansOnRealEstateNamePropertyTypeDomain" xlink:to="srt_MortgageLoansOnRealEstateNamePropertyTypeDomain_lbl" />
    <label xml:lang="en-US" xlink:label="srt_MortgageLoansOnRealEstateNamePropertyTypeDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Mortgage Loans On Real Estate Name Property Type [Domain]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_StJosephMedicalCenterMember" xlink:type="locator" xlink:label="mpw_StJosephMedicalCenterMember" />
    <label xml:lang="en-US" xlink:label="mpw_StJosephMedicalCenterMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">St Joseph Medical Center [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_StJosephMedicalCenterMember" xlink:to="mpw_StJosephMedicalCenterMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_StJosephMedicalCenterMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">St. Joseph Medical Center [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_StJosephMedicalCenterMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">St Joseph Medical Center [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentLineItems" xlink:type="locator" xlink:label="us-gaap_DebtInstrumentLineItems" />
    <label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Debt Instrument [Line Items]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DebtInstrumentLineItems" xlink:to="us-gaap_DebtInstrumentLineItems_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Debt Instrument [Line Items]</label>
    <label xml:lang="en-US" xlink:label="mpw_NumberOfPropertiesSold_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of properties sold</label>
    <label xml:lang="en-US" xlink:label="mpw_NumberOfPropertiesSold_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Properties Sold</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProceedsFromSaleOfRealEstate" xlink:type="locator" xlink:label="us-gaap_ProceedsFromSaleOfRealEstate" />
    <label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromSaleOfRealEstate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Proceeds from sale of facilities</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ProceedsFromSaleOfRealEstate" xlink:to="us-gaap_ProceedsFromSaleOfRealEstate_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromSaleOfRealEstate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Proceeds From Sale Of Real Estate</label>
    <label xml:lang="en-US" xlink:label="us-gaap_GainLossOnDispositionOfRealEstateDiscontinuedOperations_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Gain on real estate dispositions</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_DisposalGroupIncludingDiscontinuedOperationLossGainOnWriteDown" xlink:type="locator" xlink:label="mpw_DisposalGroupIncludingDiscontinuedOperationLossGainOnWriteDown" />
    <label xml:lang="en-US" xlink:label="mpw_DisposalGroupIncludingDiscontinuedOperationLossGainOnWriteDown_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Disposal group including discontinued operation loss gain on write down.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_DisposalGroupIncludingDiscontinuedOperationLossGainOnWriteDown" xlink:to="mpw_DisposalGroupIncludingDiscontinuedOperationLossGainOnWriteDown_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_DisposalGroupIncludingDiscontinuedOperationLossGainOnWriteDown_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Gain offset by non-cash charges</label>
    <label xml:lang="en-US" xlink:label="mpw_DisposalGroupIncludingDiscontinuedOperationLossGainOnWriteDown_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Disposal Group Including Discontinued Operation Loss Gain On Write Down</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LoansReceivableNet" xlink:type="locator" xlink:label="us-gaap_LoansReceivableNet" />
    <label xml:lang="en-US" xlink:label="us-gaap_LoansReceivableNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Loans, Balance</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LoansReceivableNet" xlink:to="us-gaap_LoansReceivableNet_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_LoansReceivableNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Loans Receivable Net</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_DisposalGroupIncludingDiscontinuedOperationPropertyRelatedExpense" xlink:type="locator" xlink:label="mpw_DisposalGroupIncludingDiscontinuedOperationPropertyRelatedExpense" />
    <label xml:lang="en-US" xlink:label="mpw_DisposalGroupIncludingDiscontinuedOperationPropertyRelatedExpense_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Disposal group including discontinued operation property related expense.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_DisposalGroupIncludingDiscontinuedOperationPropertyRelatedExpense" xlink:to="mpw_DisposalGroupIncludingDiscontinuedOperationPropertyRelatedExpense_lbl" />
    <loc xlink:href="mpw-20180930.xsd#mpw_DisposalGroupIncludingDiscontinuedOperationOtherIncomeExpense" xlink:type="locator" xlink:label="mpw_DisposalGroupIncludingDiscontinuedOperationOtherIncomeExpense" />
    <label xml:lang="en-US" xlink:label="mpw_DisposalGroupIncludingDiscontinuedOperationOtherIncomeExpense_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Disposal group including discontinued operation other income expense.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_DisposalGroupIncludingDiscontinuedOperationOtherIncomeExpense" xlink:to="mpw_DisposalGroupIncludingDiscontinuedOperationOtherIncomeExpense_lbl" />
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisposalGroupNotDiscontinuedOperationIncomeStatementDisclosuresAbstract" xlink:type="locator" xlink:label="us-gaap_DisposalGroupNotDiscontinuedOperationIncomeStatementDisclosuresAbstract" />
    <label xml:lang="en-US" xlink:label="us-gaap_DisposalGroupNotDiscontinuedOperationIncomeStatementDisclosuresAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Disposal Group Not Discontinued Operation Income Statement Disclosures [Abstract]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DisposalGroupNotDiscontinuedOperationIncomeStatementDisclosuresAbstract" xlink:to="us-gaap_DisposalGroupNotDiscontinuedOperationIncomeStatementDisclosuresAbstract_lbl" />
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisposalGroupIncludingDiscontinuedOperationRevenue" xlink:type="locator" xlink:label="us-gaap_DisposalGroupIncludingDiscontinuedOperationRevenue" />
    <label xml:lang="en-US" xlink:label="us-gaap_DisposalGroupIncludingDiscontinuedOperationRevenue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Revenues</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DisposalGroupIncludingDiscontinuedOperationRevenue" xlink:to="us-gaap_DisposalGroupIncludingDiscontinuedOperationRevenue_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_DisposalGroupIncludingDiscontinuedOperationRevenue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Disposal Group Including Discontinued Operation Revenue</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisposalGroupIncludingDiscontinuedOperationDepreciationAndAmortization" xlink:type="locator" xlink:label="us-gaap_DisposalGroupIncludingDiscontinuedOperationDepreciationAndAmortization" />
    <label xml:lang="en-US" xlink:label="us-gaap_DisposalGroupIncludingDiscontinuedOperationDepreciationAndAmortization_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Real estate depreciation and amortization</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DisposalGroupIncludingDiscontinuedOperationDepreciationAndAmortization" xlink:to="us-gaap_DisposalGroupIncludingDiscontinuedOperationDepreciationAndAmortization_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_DisposalGroupIncludingDiscontinuedOperationDepreciationAndAmortization_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Disposal Group Including Discontinued Operation Depreciation And Amortization</label>
    <label xml:lang="en-US" xlink:label="mpw_DisposalGroupIncludingDiscontinuedOperationPropertyRelatedExpense_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Property-related expenses</label>
    <label xml:lang="en-US" xlink:label="mpw_DisposalGroupIncludingDiscontinuedOperationPropertyRelatedExpense_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Disposal Group Including Discontinued Operation Property Related Expense</label>
    <label xml:lang="en-US" xlink:label="mpw_DisposalGroupIncludingDiscontinuedOperationOtherIncomeExpense_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Other</label>
    <label xml:lang="en-US" xlink:label="mpw_DisposalGroupIncludingDiscontinuedOperationOtherIncomeExpense_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Disposal Group Including Discontinued Operation Other Income Expense</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DisposalGroupIncludingDiscontinuedOperationGrossProfitLoss" xlink:type="locator" xlink:label="us-gaap_DisposalGroupIncludingDiscontinuedOperationGrossProfitLoss" />
    <label xml:lang="en-US" xlink:label="us-gaap_DisposalGroupIncludingDiscontinuedOperationGrossProfitLoss_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Income from real estate dispositions, net</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DisposalGroupIncludingDiscontinuedOperationGrossProfitLoss" xlink:to="us-gaap_DisposalGroupIncludingDiscontinuedOperationGrossProfitLoss_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_DisposalGroupIncludingDiscontinuedOperationGrossProfitLoss_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Disposal Group Including Discontinued Operation Gross Profit Loss</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_DisposalGroupIncludingDiscontinuedOperationStraightLineRentAndOtherWriteOffs" xlink:type="locator" xlink:label="mpw_DisposalGroupIncludingDiscontinuedOperationStraightLineRentAndOtherWriteOffs" />
    <label xml:lang="en-US" xlink:label="mpw_DisposalGroupIncludingDiscontinuedOperationStraightLineRentAndOtherWriteOffs_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Disposal group including discontinued operation straight line rent and other write offs.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_DisposalGroupIncludingDiscontinuedOperationStraightLineRentAndOtherWriteOffs" xlink:to="mpw_DisposalGroupIncludingDiscontinuedOperationStraightLineRentAndOtherWriteOffs_lbl" />
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsTable" xlink:type="locator" xlink:label="us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsTable" />
    <label xml:lang="en-US" xlink:label="us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Income Statement Balance Sheet And Additional Disclosures By Disposal Groups Including Discontinued Operations [Table]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsTable" xlink:to="us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsTable_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Income Statement Balance Sheet And Additional Disclosures By Disposal Groups Including Discontinued Operations [Table]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsLineItems" xlink:type="locator" xlink:label="us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsLineItems" />
    <label xml:lang="en-US" xlink:label="us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Income Statement Balance Sheet And Additional Disclosures By Disposal Groups Including Discontinued Operations [Line Items]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsLineItems" xlink:to="us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsLineItems_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_IncomeStatementBalanceSheetAndAdditionalDisclosuresByDisposalGroupsIncludingDiscontinuedOperationsLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Income Statement Balance Sheet And Additional Disclosures By Disposal Groups Including Discontinued Operations [Line Items]</label>
    <label xml:lang="en-US" xlink:label="mpw_DisposalGroupIncludingDiscontinuedOperationStraightLineRentAndOtherWriteOffs_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Straight-line rent and other write-offs</label>
    <label xml:lang="en-US" xlink:label="mpw_DisposalGroupIncludingDiscontinuedOperationStraightLineRentAndOtherWriteOffs_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Disposal Group Including Discontinued Operation Straight Line Rent And Other Write Offs</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_NumberOfDirectFinancingLeases" xlink:type="locator" xlink:label="mpw_NumberOfDirectFinancingLeases" />
    <label xml:lang="en-US" xlink:label="mpw_NumberOfDirectFinancingLeases_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of direct financing leases.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_NumberOfDirectFinancingLeases" xlink:to="mpw_NumberOfDirectFinancingLeases_lbl" />
    <loc xlink:href="mpw-20180930.xsd#mpw_PrimeFacilitiesMember" xlink:type="locator" xlink:label="mpw_PrimeFacilitiesMember" />
    <label xml:lang="en-US" xlink:label="mpw_PrimeFacilitiesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Prime facilities.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_PrimeFacilitiesMember" xlink:to="mpw_PrimeFacilitiesMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_PrimeFacilitiesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Prime Facilities [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_PrimeFacilitiesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Prime Facilities [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_NumberOfDirectFinancingLeases_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of direct financing leases</label>
    <label xml:lang="en-US" xlink:label="mpw_NumberOfDirectFinancingLeases_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Direct Financing Leases</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_EstimatedResidualValues" xlink:type="locator" xlink:label="mpw_EstimatedResidualValues" />
    <label xml:lang="en-US" xlink:label="mpw_EstimatedResidualValues_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Estimated residual values.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_EstimatedResidualValues" xlink:to="mpw_EstimatedResidualValues_lbl" />
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CapitalLeasesFutureMinimumPaymentsReceivable" xlink:type="locator" xlink:label="us-gaap_CapitalLeasesFutureMinimumPaymentsReceivable" />
    <label xml:lang="en-US" xlink:label="us-gaap_CapitalLeasesFutureMinimumPaymentsReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Minimum lease payments receivable</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CapitalLeasesFutureMinimumPaymentsReceivable" xlink:to="us-gaap_CapitalLeasesFutureMinimumPaymentsReceivable_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_CapitalLeasesFutureMinimumPaymentsReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Capital Leases Future Minimum Payments Receivable</label>
    <label xml:lang="en-US" xlink:label="mpw_EstimatedResidualValues_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Estimated residual values</label>
    <label xml:lang="en-US" xlink:label="mpw_EstimatedResidualValues_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Estimated Residual Values</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredRevenueLeasesNet" xlink:type="locator" xlink:label="us-gaap_DeferredRevenueLeasesNet" />
    <label xml:lang="en-US" xlink:label="us-gaap_DeferredRevenueLeasesNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Less: Unearned income</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DeferredRevenueLeasesNet" xlink:to="us-gaap_DeferredRevenueLeasesNet_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_DeferredRevenueLeasesNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Deferred Revenue Leases Net</label>
    <label xml:lang="en-US" xlink:label="us-gaap_NetInvestmentInDirectFinancingAndSalesTypeLeases_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Net investment in direct financing leases</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_UnbilledDirectFinanceLeaseRentWriteOff" xlink:type="locator" xlink:label="mpw_UnbilledDirectFinanceLeaseRentWriteOff" />
    <label xml:lang="en-US" xlink:label="mpw_UnbilledDirectFinanceLeaseRentWriteOff_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Unbilled direct finance lease rent write off.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_UnbilledDirectFinanceLeaseRentWriteOff" xlink:to="mpw_UnbilledDirectFinanceLeaseRentWriteOff_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_LessorOperatingLeaseTermOfContract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Term of lease, years</label>
    <label xml:lang="en-US" xlink:label="mpw_UnbilledDirectFinanceLeaseRentWriteOff_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Write off of unbilled direct finance lease rent</label>
    <label xml:lang="en-US" xlink:label="mpw_UnbilledDirectFinanceLeaseRentWriteOff_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Unbilled Direct Finance Lease Rent Write Off</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_AmortizationOfStraightLineRentReceivable" xlink:type="locator" xlink:label="mpw_AmortizationOfStraightLineRentReceivable" />
    <label xml:lang="en-US" xlink:label="mpw_AmortizationOfStraightLineRentReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Amortization of straight line rent receivable.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_AmortizationOfStraightLineRentReceivable" xlink:to="mpw_AmortizationOfStraightLineRentReceivable_lbl" />
    <loc xlink:href="mpw-20180930.xsd#mpw_NumberOfFacilitiesTransitioned" xlink:type="locator" xlink:label="mpw_NumberOfFacilitiesTransitioned" />
    <label xml:lang="en-US" xlink:label="mpw_NumberOfFacilitiesTransitioned_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of facilities transitioned.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_NumberOfFacilitiesTransitioned" xlink:to="mpw_NumberOfFacilitiesTransitioned_lbl" />
    <loc xlink:href="mpw-20180930.xsd#mpw_AdeptusHealthMember" xlink:type="locator" xlink:label="mpw_AdeptusHealthMember" />
    <label xml:lang="en-US" xlink:label="mpw_AdeptusHealthMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Adeptus health.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_AdeptusHealthMember" xlink:to="mpw_AdeptusHealthMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_AdeptusHealthMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Adeptus Health [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_AdeptusHealthMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Adeptus Health [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SubsequentEventTypeAxis" xlink:type="locator" xlink:label="us-gaap_SubsequentEventTypeAxis" />
    <label xml:lang="en-US" xlink:label="us-gaap_SubsequentEventTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Subsequent Event Type</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SubsequentEventTypeAxis" xlink:to="us-gaap_SubsequentEventTypeAxis_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_SubsequentEventTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Subsequent Event Type [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SubsequentEventTypeDomain" xlink:type="locator" xlink:label="us-gaap_SubsequentEventTypeDomain" />
    <label xml:lang="en-US" xlink:label="us-gaap_SubsequentEventTypeDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Subsequent Event Type</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SubsequentEventTypeDomain" xlink:to="us-gaap_SubsequentEventTypeDomain_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_SubsequentEventTypeDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Subsequent Event Type [Domain]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SubsequentEventMember" xlink:type="locator" xlink:label="us-gaap_SubsequentEventMember" />
    <label xml:lang="en-US" xlink:label="us-gaap_SubsequentEventMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Subsequent Event [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SubsequentEventMember" xlink:to="us-gaap_SubsequentEventMember_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_SubsequentEventMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Subsequent Event [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_AmortizationOfStraightLineRentReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Amortization of straight line rent receivables</label>
    <label xml:lang="en-US" xlink:label="mpw_AmortizationOfStraightLineRentReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Amortization Of Straight Line Rent Receivable</label>
    <label xml:lang="en-US" xlink:label="mpw_NumberOfFacilitiesTransitioned_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of facilities transitioned</label>
    <label xml:lang="en-US" xlink:label="mpw_NumberOfFacilitiesTransitioned_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Facilities Transitioned</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_PercentageOfInvestmentInRemainingTransitionFacilitiesOnAssets" xlink:type="locator" xlink:label="mpw_PercentageOfInvestmentInRemainingTransitionFacilitiesOnAssets" />
    <label xml:lang="en-US" xlink:label="mpw_PercentageOfInvestmentInRemainingTransitionFacilitiesOnAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Percentage of investment in remaining transition facilities on assets.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_PercentageOfInvestmentInRemainingTransitionFacilitiesOnAssets" xlink:to="mpw_PercentageOfInvestmentInRemainingTransitionFacilitiesOnAssets_lbl" />
    <loc xlink:href="mpw-20180930.xsd#mpw_NumberOfTransitionedFacilitiesNotReLeased" xlink:type="locator" xlink:label="mpw_NumberOfTransitionedFacilitiesNotReLeased" />
    <label xml:lang="en-US" xlink:label="mpw_NumberOfTransitionedFacilitiesNotReLeased_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of transitioned facilities not re-leased.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_NumberOfTransitionedFacilitiesNotReLeased" xlink:to="mpw_NumberOfTransitionedFacilitiesNotReLeased_lbl" />
    <loc xlink:href="mpw-20180930.xsd#mpw_NumberOfReLeasedProperties" xlink:type="locator" xlink:label="mpw_NumberOfReLeasedProperties" />
    <label xml:lang="en-US" xlink:label="mpw_NumberOfReLeasedProperties_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of re-leased properties.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_NumberOfReLeasedProperties" xlink:to="mpw_NumberOfReLeasedProperties_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_NumberOfReLeasedProperties_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of properties re-leased</label>
    <label xml:lang="en-US" xlink:label="mpw_NumberOfReLeasedProperties_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Re Leased Properties</label>
    <label xml:lang="en-US" xlink:label="mpw_NumberOfTransitionedFacilitiesNotReLeased_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of transitioned facilities not re-leased</label>
    <label xml:lang="en-US" xlink:label="mpw_NumberOfTransitionedFacilitiesNotReLeased_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Transitioned Facilities Not Re Leased</label>
    <label xml:lang="en-US" xlink:label="mpw_PercentageOfInvestmentInRemainingTransitionFacilitiesOnAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Percentage of investment in remaining transition facilities on total assets</label>
    <label xml:lang="en-US" xlink:label="mpw_PercentageOfInvestmentInRemainingTransitionFacilitiesOnAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Percentage Of Investment In Remaining Transition Facilities On Assets</label>
    <label xml:lang="en-US" xlink:label="us-gaap_ImpairmentOfRealEstate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Real estate impairment charge</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_GilbertAndFlorenceFacilitiesMember" xlink:type="locator" xlink:label="mpw_GilbertAndFlorenceFacilitiesMember" />
    <label xml:lang="en-US" xlink:label="mpw_GilbertAndFlorenceFacilitiesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Gilbert and Florence facilities.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_GilbertAndFlorenceFacilitiesMember" xlink:to="mpw_GilbertAndFlorenceFacilitiesMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_GilbertAndFlorenceFacilitiesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Gilbert and Florence Facilities [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_GilbertAndFlorenceFacilitiesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Gilbert And Florence Facilities [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ConcentrationRiskByBenchmarkAxis" xlink:type="locator" xlink:label="us-gaap_ConcentrationRiskByBenchmarkAxis" />
    <label xml:lang="en-US" xlink:label="us-gaap_ConcentrationRiskByBenchmarkAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Concentration Risk Benchmark</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ConcentrationRiskByBenchmarkAxis" xlink:to="us-gaap_ConcentrationRiskByBenchmarkAxis_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_ConcentrationRiskByBenchmarkAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Concentration Risk By Benchmark [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ConcentrationRiskBenchmarkDomain" xlink:type="locator" xlink:label="us-gaap_ConcentrationRiskBenchmarkDomain" />
    <label xml:lang="en-US" xlink:label="us-gaap_ConcentrationRiskBenchmarkDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Concentration Risk Benchmark</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ConcentrationRiskBenchmarkDomain" xlink:to="us-gaap_ConcentrationRiskBenchmarkDomain_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_ConcentrationRiskBenchmarkDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Concentration Risk Benchmark [Domain]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AssetsTotalMember" xlink:type="locator" xlink:label="us-gaap_AssetsTotalMember" />
    <label xml:lang="en-US" xlink:label="us-gaap_AssetsTotalMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Total Gross Assets [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AssetsTotalMember" xlink:to="us-gaap_AssetsTotalMember_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_AssetsTotalMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Assets Total [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ConcentrationRiskByTypeAxis" xlink:type="locator" xlink:label="us-gaap_ConcentrationRiskByTypeAxis" />
    <label xml:lang="en-US" xlink:label="us-gaap_ConcentrationRiskByTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Concentration Risk Type</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ConcentrationRiskByTypeAxis" xlink:to="us-gaap_ConcentrationRiskByTypeAxis_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_ConcentrationRiskByTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Concentration Risk By Type [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ConcentrationRiskTypeDomain" xlink:type="locator" xlink:label="us-gaap_ConcentrationRiskTypeDomain" />
    <label xml:lang="en-US" xlink:label="us-gaap_ConcentrationRiskTypeDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Concentration Risk Type</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ConcentrationRiskTypeDomain" xlink:to="us-gaap_ConcentrationRiskTypeDomain_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_ConcentrationRiskTypeDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Concentration Risk Type [Domain]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CreditConcentrationRiskMember" xlink:type="locator" xlink:label="us-gaap_CreditConcentrationRiskMember" />
    <label xml:lang="en-US" xlink:label="us-gaap_CreditConcentrationRiskMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Credit Concentration Risk [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CreditConcentrationRiskMember" xlink:to="us-gaap_CreditConcentrationRiskMember_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_CreditConcentrationRiskMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Credit Concentration Risk [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_Investments" xlink:type="locator" xlink:label="us-gaap_Investments" />
    <label xml:lang="en-US" xlink:label="us-gaap_Investments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Total budgeted investment</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_Investments" xlink:to="us-gaap_Investments_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_Investments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Investments</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ConcentrationRiskPercentage1" xlink:type="locator" xlink:label="us-gaap_ConcentrationRiskPercentage1" />
    <label xml:lang="en-US" xlink:label="us-gaap_ConcentrationRiskPercentage1_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Percentage of Total Gross Assets</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ConcentrationRiskPercentage1" xlink:to="us-gaap_ConcentrationRiskPercentage1_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_ConcentrationRiskPercentage1_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Concentration Risk Percentage1</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_NumberOfLeasedProperties" xlink:type="locator" xlink:label="mpw_NumberOfLeasedProperties" />
    <label xml:lang="en-US" xlink:label="mpw_NumberOfLeasedProperties_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of leased properties.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_NumberOfLeasedProperties" xlink:to="mpw_NumberOfLeasedProperties_lbl" />
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CustomerConcentrationRiskMember" xlink:type="locator" xlink:label="us-gaap_CustomerConcentrationRiskMember" />
    <label xml:lang="en-US" xlink:label="us-gaap_CustomerConcentrationRiskMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Customer Concentration Risk</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CustomerConcentrationRiskMember" xlink:to="us-gaap_CustomerConcentrationRiskMember_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_CustomerConcentrationRiskMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Customer Concentration Risk [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_NumberOfLeasedProperties_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of leased properties</label>
    <label xml:lang="en-US" xlink:label="mpw_NumberOfLeasedProperties_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Leased Properties</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_LoansLineItems" xlink:type="locator" xlink:label="mpw_LoansLineItems" />
    <label xml:lang="en-US" xlink:label="mpw_LoansLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Loans [Line Items]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_LoansLineItems" xlink:to="mpw_LoansLineItems_lbl" />
    <loc xlink:href="mpw-20180930.xsd#mpw_LoansTable" xlink:type="locator" xlink:label="mpw_LoansTable" />
    <label xml:lang="en-US" xlink:label="mpw_LoansTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Loans [Table]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_LoansTable" xlink:to="mpw_LoansTable_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_LoansTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Loans [Table]</label>
    <label xml:lang="en-US" xlink:label="mpw_LoansTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Loans [Table]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_AcquisitionLoanMember" xlink:type="locator" xlink:label="mpw_AcquisitionLoanMember" />
    <label xml:lang="en-US" xlink:label="mpw_AcquisitionLoanMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Acquisition loan.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_AcquisitionLoanMember" xlink:to="mpw_AcquisitionLoanMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_AcquisitionLoanMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Acquisition Loans [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_AcquisitionLoanMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Acquisition Loan [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_WorkingCapitalLoansMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Working Capital and Other Loans [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_LoansLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Loans [Line Items]</label>
    <label xml:lang="en-US" xlink:label="mpw_LoansLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Loans [Line Items]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_ErnestHealthIncAndOtherAcquisitionsMember" xlink:type="locator" xlink:label="mpw_ErnestHealthIncAndOtherAcquisitionsMember" />
    <label xml:lang="en-US" xlink:label="mpw_ErnestHealthIncAndOtherAcquisitionsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Ernest Health Inc and other acquisitions.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_ErnestHealthIncAndOtherAcquisitionsMember" xlink:to="mpw_ErnestHealthIncAndOtherAcquisitionsMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_ErnestHealthIncAndOtherAcquisitionsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Ernest Transaction and Other Acquisitions [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_ErnestHealthIncAndOtherAcquisitionsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Ernest Health Inc And Other Acquisitions [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MortgageLoansOnRealEstate" xlink:type="locator" xlink:label="us-gaap_MortgageLoansOnRealEstate" />
    <label xml:lang="en-US" xlink:label="us-gaap_MortgageLoansOnRealEstate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Existing mortgage loans</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_MortgageLoansOnRealEstate" xlink:to="us-gaap_MortgageLoansOnRealEstate_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_MortgageLoansOnRealEstate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Mortgage Loans On Real Estate</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_NumberOfInvestments" xlink:type="locator" xlink:label="mpw_NumberOfInvestments" />
    <label xml:lang="en-US" xlink:label="mpw_NumberOfInvestments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of investments.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_NumberOfInvestments" xlink:to="mpw_NumberOfInvestments_lbl" />
    <loc xlink:href="mpw-20180930.xsd#mpw_MaximumPercentageOfEntitysAssetsInvestedOnSingleProperty" xlink:type="locator" xlink:label="mpw_MaximumPercentageOfEntitysAssetsInvestedOnSingleProperty" />
    <label xml:lang="en-US" xlink:label="mpw_MaximumPercentageOfEntitysAssetsInvestedOnSingleProperty_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Maximum percentage of entity&apos;s assets invested on single property.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_MaximumPercentageOfEntitysAssetsInvestedOnSingleProperty" xlink:to="mpw_MaximumPercentageOfEntitysAssetsInvestedOnSingleProperty_lbl" />
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProFormaMember" xlink:type="locator" xlink:label="us-gaap_ProFormaMember" />
    <label xml:lang="en-US" xlink:label="us-gaap_ProFormaMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Pro Forma [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ProFormaMember" xlink:to="us-gaap_ProFormaMember_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_ProFormaMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Pro Forma [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_RevenueMember" xlink:type="locator" xlink:label="mpw_RevenueMember" />
    <label xml:lang="en-US" xlink:label="mpw_RevenueMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Revenue.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_RevenueMember" xlink:to="mpw_RevenueMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_RevenueMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Revenue [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_RevenueMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Revenue [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_StewardMember" xlink:type="locator" xlink:label="mpw_StewardMember" />
    <label xml:lang="en-US" xlink:label="mpw_StewardMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Steward.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_StewardMember" xlink:to="mpw_StewardMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_StewardMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Steward [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_StewardMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Steward [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_PrimeHealthCareServicesMember" xlink:type="locator" xlink:label="mpw_PrimeHealthCareServicesMember" />
    <label xml:lang="en-US" xlink:label="mpw_PrimeHealthCareServicesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Prime Health Care Services.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_PrimeHealthCareServicesMember" xlink:to="mpw_PrimeHealthCareServicesMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_PrimeHealthCareServicesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Prime [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_PrimeHealthCareServicesMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Prime Health Care Services [Member]</label>
    <loc xlink:href="http://xbrl.sec.gov/country/2017/country-2017-01-31.xsd#country_US" xlink:type="locator" xlink:label="country_US" />
    <label xml:lang="en-US" xlink:label="country_US_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">U.S. [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="country_US" xlink:to="country_US_lbl" />
    <label xml:lang="en-US" xlink:label="country_US_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">UNITED STATES</label>
    <loc xlink:href="http://xbrl.fasb.org/srt/2018/elts/srt-2018-01-31.xsd#srt_EuropeMember" xlink:type="locator" xlink:label="srt_EuropeMember" />
    <label xml:lang="en-US" xlink:label="srt_EuropeMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Europe [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="srt_EuropeMember" xlink:to="srt_EuropeMember_lbl" />
    <label xml:lang="en-US" xlink:label="srt_EuropeMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Europe [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_GeographicConcentrationRiskMember" xlink:type="locator" xlink:label="us-gaap_GeographicConcentrationRiskMember" />
    <label xml:lang="en-US" xlink:label="us-gaap_GeographicConcentrationRiskMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Geographic Concentration [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_GeographicConcentrationRiskMember" xlink:to="us-gaap_GeographicConcentrationRiskMember_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_GeographicConcentrationRiskMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Geographic Concentration Risk [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SalesRevenueNetMember" xlink:type="locator" xlink:label="us-gaap_SalesRevenueNetMember" />
    <label xml:lang="en-US" xlink:label="us-gaap_SalesRevenueNetMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Revenue [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SalesRevenueNetMember" xlink:to="us-gaap_SalesRevenueNetMember_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_SalesRevenueNetMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Sales Revenue Net [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_NumberOfInvestments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of investment in property</label>
    <label xml:lang="en-US" xlink:label="mpw_NumberOfInvestments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Investments</label>
    <label xml:lang="en-US" xlink:label="mpw_MaximumPercentageOfEntitysAssetsInvestedOnSingleProperty_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Maximum percentage of entity&apos;s assets invested on single property</label>
    <label xml:lang="en-US" xlink:label="mpw_MaximumPercentageOfEntitysAssetsInvestedOnSingleProperty_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Maximum Percentage Of Entitys Assets Invested On Single Property</label>
    <label xml:lang="en-US" xlink:label="us-gaap_ConcentrationRiskPercentage1_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Percentage of revenue from affiliates of total revenue</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentAxis" xlink:type="locator" xlink:label="us-gaap_DebtInstrumentAxis" />
    <label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Debt Instrument</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DebtInstrumentAxis" xlink:to="us-gaap_DebtInstrumentAxis_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Debt Instrument [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentNameDomain" xlink:type="locator" xlink:label="us-gaap_DebtInstrumentNameDomain" />
    <label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentNameDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Debt Instrument, Name</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DebtInstrumentNameDomain" xlink:to="us-gaap_DebtInstrumentNameDomain_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentNameDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Debt Instrument Name [Domain]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_TermLoanMember" xlink:type="locator" xlink:label="mpw_TermLoanMember" />
    <label xml:lang="en-US" xlink:label="mpw_TermLoanMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Term loan.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_TermLoanMember" xlink:to="mpw_TermLoanMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_TermLoanMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Term Loan [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_TermLoanMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Term Loan [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_FourPointZeroZeroZeroPercentageSeniorUnsecuredNotesDueTwoThousandTwentyFourMember" xlink:type="locator" xlink:label="mpw_FourPointZeroZeroZeroPercentageSeniorUnsecuredNotesDueTwoThousandTwentyFourMember" />
    <label xml:lang="en-US" xlink:label="mpw_FourPointZeroZeroZeroPercentageSeniorUnsecuredNotesDueTwoThousandTwentyFourMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Four point zero zero zero percentage senior unsecured notes due two thousand twenty four.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_FourPointZeroZeroZeroPercentageSeniorUnsecuredNotesDueTwoThousandTwentyFourMember" xlink:to="mpw_FourPointZeroZeroZeroPercentageSeniorUnsecuredNotesDueTwoThousandTwentyFourMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_FourPointZeroZeroZeroPercentageSeniorUnsecuredNotesDueTwoThousandTwentyFourMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">4.000% Senior Unsecured Notes due 2022 [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_FourPointZeroZeroZeroPercentageSeniorUnsecuredNotesDueTwoThousandTwentyFourMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Four Point Zero Zero Zero Percentage Senior Unsecured Notes Due Two Thousand Twenty Four [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_FivePointFiveZeroZeroPercentageSeniorUnsecuredNotesDueTwoThousandTwentyFourMember" xlink:type="locator" xlink:label="mpw_FivePointFiveZeroZeroPercentageSeniorUnsecuredNotesDueTwoThousandTwentyFourMember" />
    <label xml:lang="en-US" xlink:label="mpw_FivePointFiveZeroZeroPercentageSeniorUnsecuredNotesDueTwoThousandTwentyFourMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Five point five zero zero percentage senior unsecured notes due two thousand twenty four.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_FivePointFiveZeroZeroPercentageSeniorUnsecuredNotesDueTwoThousandTwentyFourMember" xlink:to="mpw_FivePointFiveZeroZeroPercentageSeniorUnsecuredNotesDueTwoThousandTwentyFourMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_FivePointFiveZeroZeroPercentageSeniorUnsecuredNotesDueTwoThousandTwentyFourMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">5.500% Senior Unsecured Notes Due 2024 [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_FivePointFiveZeroZeroPercentageSeniorUnsecuredNotesDueTwoThousandTwentyFourMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Five Point Five Zero Zero Percentage Senior Unsecured Notes Due Two Thousand Twenty Four [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_ThreePointThreeTwoFivePercentageSeniorUnsecuredNotesDueTwoThousandAndTwentyFiveMember" xlink:type="locator" xlink:label="mpw_ThreePointThreeTwoFivePercentageSeniorUnsecuredNotesDueTwoThousandAndTwentyFiveMember" />
    <label xml:lang="en-US" xlink:label="mpw_ThreePointThreeTwoFivePercentageSeniorUnsecuredNotesDueTwoThousandAndTwentyFiveMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Three point three two five percentage senior unsecured notes due two thousand and twenty five.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_ThreePointThreeTwoFivePercentageSeniorUnsecuredNotesDueTwoThousandAndTwentyFiveMember" xlink:to="mpw_ThreePointThreeTwoFivePercentageSeniorUnsecuredNotesDueTwoThousandAndTwentyFiveMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_ThreePointThreeTwoFivePercentageSeniorUnsecuredNotesDueTwoThousandAndTwentyFiveMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">3.325% Senior Unsecured Notes Due 2025 [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_ThreePointThreeTwoFivePercentageSeniorUnsecuredNotesDueTwoThousandAndTwentyFiveMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Three Point Three Two Five Percentage Senior Unsecured Notes Due Two Thousand And Twenty Five [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_SixPointThreeSevenFivePercentageSeniorUnsecuredNotesDueTwoThousandTwentyFourMember" xlink:type="locator" xlink:label="mpw_SixPointThreeSevenFivePercentageSeniorUnsecuredNotesDueTwoThousandTwentyFourMember" />
    <label xml:lang="en-US" xlink:label="mpw_SixPointThreeSevenFivePercentageSeniorUnsecuredNotesDueTwoThousandTwentyFourMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Six point three seven five percentage senior unsecured notes due two thousand twenty four.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_SixPointThreeSevenFivePercentageSeniorUnsecuredNotesDueTwoThousandTwentyFourMember" xlink:to="mpw_SixPointThreeSevenFivePercentageSeniorUnsecuredNotesDueTwoThousandTwentyFourMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_SixPointThreeSevenFivePercentageSeniorUnsecuredNotesDueTwoThousandTwentyFourMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">6.375% Senior Unsecured Notes due 2024 [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_SixPointThreeSevenFivePercentageSeniorUnsecuredNotesDueTwoThousandTwentyFourMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Six Point Three Seven Five Percentage Senior Unsecured Notes Due Two Thousand Twenty Four [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_FivePointTwoFiveZeroPercentageSeniorUnsecuredNotesDueTwoThousandTwentySixMember" xlink:type="locator" xlink:label="mpw_FivePointTwoFiveZeroPercentageSeniorUnsecuredNotesDueTwoThousandTwentySixMember" />
    <label xml:lang="en-US" xlink:label="mpw_FivePointTwoFiveZeroPercentageSeniorUnsecuredNotesDueTwoThousandTwentySixMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Five point two five zero percentage senior unsecured notes due two thousand twenty six.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_FivePointTwoFiveZeroPercentageSeniorUnsecuredNotesDueTwoThousandTwentySixMember" xlink:to="mpw_FivePointTwoFiveZeroPercentageSeniorUnsecuredNotesDueTwoThousandTwentySixMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_FivePointTwoFiveZeroPercentageSeniorUnsecuredNotesDueTwoThousandTwentySixMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">5.250% Senior Unsecured Notes Due 2026 [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_FivePointTwoFiveZeroPercentageSeniorUnsecuredNotesDueTwoThousandTwentySixMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Five Point Two Five Zero Percentage Senior Unsecured Notes Due Two Thousand Twenty Six [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_FivePointZeroZeroZeroPercentageSeniorUnsecuredNotesDueTwoThousandTwentySevenMember" xlink:type="locator" xlink:label="mpw_FivePointZeroZeroZeroPercentageSeniorUnsecuredNotesDueTwoThousandTwentySevenMember" />
    <label xml:lang="en-US" xlink:label="mpw_FivePointZeroZeroZeroPercentageSeniorUnsecuredNotesDueTwoThousandTwentySevenMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Five point zero zero zero percentage senior unsecured notes due two thousand twenty seven.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_FivePointZeroZeroZeroPercentageSeniorUnsecuredNotesDueTwoThousandTwentySevenMember" xlink:to="mpw_FivePointZeroZeroZeroPercentageSeniorUnsecuredNotesDueTwoThousandTwentySevenMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_FivePointZeroZeroZeroPercentageSeniorUnsecuredNotesDueTwoThousandTwentySevenMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">5.000% Senior Unsecured Notes Due 2027 [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_FivePointZeroZeroZeroPercentageSeniorUnsecuredNotesDueTwoThousandTwentySevenMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Five Point Zero Zero Zero Percentage Senior Unsecured Notes Due Two Thousand Twenty Seven [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CreditFacilityAxis" xlink:type="locator" xlink:label="us-gaap_CreditFacilityAxis" />
    <label xml:lang="en-US" xlink:label="us-gaap_CreditFacilityAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Credit Facility</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CreditFacilityAxis" xlink:to="us-gaap_CreditFacilityAxis_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_CreditFacilityAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Credit Facility [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CreditFacilityDomain" xlink:type="locator" xlink:label="us-gaap_CreditFacilityDomain" />
    <label xml:lang="en-US" xlink:label="us-gaap_CreditFacilityDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Credit Facility</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CreditFacilityDomain" xlink:to="us-gaap_CreditFacilityDomain_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_CreditFacilityDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Credit Facility [Domain]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RevolvingCreditFacilityMember" xlink:type="locator" xlink:label="us-gaap_RevolvingCreditFacilityMember" />
    <label xml:lang="en-US" xlink:label="us-gaap_RevolvingCreditFacilityMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Revolving Credit Facility [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RevolvingCreditFacilityMember" xlink:to="us-gaap_RevolvingCreditFacilityMember_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_RevolvingCreditFacilityMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Revolving Credit Facility [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentCarryingAmount" xlink:type="locator" xlink:label="us-gaap_DebtInstrumentCarryingAmount" />
    <label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentCarryingAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Debt</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DebtInstrumentCarryingAmount" xlink:to="us-gaap_DebtInstrumentCarryingAmount_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentCarryingAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Debt Instrument Carrying Amount</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DeferredFinanceCostsNet" xlink:type="locator" xlink:label="us-gaap_DeferredFinanceCostsNet" />
    <label xml:lang="en-US" xlink:label="us-gaap_DeferredFinanceCostsNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Debt issue costs, net</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DeferredFinanceCostsNet" xlink:to="us-gaap_DeferredFinanceCostsNet_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_DeferredFinanceCostsNet_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Deferred Finance Costs Net</label>
    <label xml:lang="en-US" xlink:label="us-gaap_LongTermDebt_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Debt, net</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_GBPDenominatedBorrowingsMember" xlink:type="locator" xlink:label="mpw_GBPDenominatedBorrowingsMember" />
    <label xml:lang="en-US" xlink:label="mpw_GBPDenominatedBorrowingsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">GBP-denominated Borrowings [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_GBPDenominatedBorrowingsMember" xlink:to="mpw_GBPDenominatedBorrowingsMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_GBPDenominatedBorrowingsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">GBP-denominated Borrowings [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_GBPDenominatedBorrowingsMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">G B P Denominated Borrowings [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentInterestRateStatedPercentage" xlink:type="locator" xlink:label="us-gaap_DebtInstrumentInterestRateStatedPercentage" />
    <label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentInterestRateStatedPercentage_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Senior unsecured notes, interest rate</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DebtInstrumentInterestRateStatedPercentage" xlink:to="us-gaap_DebtInstrumentInterestRateStatedPercentage_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentInterestRateStatedPercentage_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Debt Instrument Interest Rate Stated Percentage</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFiveAndThereafter" xlink:type="locator" xlink:label="mpw_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFiveAndThereafter" />
    <label xml:lang="en-US" xlink:label="mpw_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFiveAndThereafter_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Long term Debt, Maturities, Repayments of Principal in Year Five and Thereafter</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFiveAndThereafter" xlink:to="mpw_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFiveAndThereafter_lbl" />
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalRemainderOfFiscalYear" xlink:type="locator" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalRemainderOfFiscalYear" />
    <label xml:lang="en-US" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalRemainderOfFiscalYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2018</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalRemainderOfFiscalYear" xlink:to="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalRemainderOfFiscalYear_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalRemainderOfFiscalYear_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Long Term Debt Maturities Repayments Of Principal Remainder Of Fiscal Year</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearTwo" xlink:type="locator" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearTwo" />
    <label xml:lang="en-US" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearTwo_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2019</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearTwo" xlink:to="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearTwo_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearTwo_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Long Term Debt Maturities Repayments Of Principal In Year Two</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearThree" xlink:type="locator" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearThree" />
    <label xml:lang="en-US" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearThree_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2020</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearThree" xlink:to="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearThree_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearThree_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Long Term Debt Maturities Repayments Of Principal In Year Three</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFour" xlink:type="locator" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFour" />
    <label xml:lang="en-US" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFour_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2021</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFour" xlink:to="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFour_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFour_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Long Term Debt Maturities Repayments Of Principal In Year Four</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFive" xlink:type="locator" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFive" />
    <label xml:lang="en-US" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">2022</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFive" xlink:to="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFive_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFive_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Long Term Debt Maturities Repayments Of Principal In Year Five</label>
    <label xml:lang="en-US" xlink:label="mpw_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFiveAndThereafter_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Thereafter</label>
    <label xml:lang="en-US" xlink:label="mpw_LongTermDebtMaturitiesRepaymentsOfPrincipalInYearFiveAndThereafter_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Long Term Debt Maturities Repayments Of Principal In Year Five And Thereafter</label>
    <label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentCarryingAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/totalLabel">Total</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongtermDebtTypeAxis" xlink:type="locator" xlink:label="us-gaap_LongtermDebtTypeAxis" />
    <label xml:lang="en-US" xlink:label="us-gaap_LongtermDebtTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Long-term Debt, Type</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LongtermDebtTypeAxis" xlink:to="us-gaap_LongtermDebtTypeAxis_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_LongtermDebtTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Longterm Debt Type [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongtermDebtTypeDomain" xlink:type="locator" xlink:label="us-gaap_LongtermDebtTypeDomain" />
    <label xml:lang="en-US" xlink:label="us-gaap_LongtermDebtTypeDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Long-term Debt, Type</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LongtermDebtTypeDomain" xlink:to="us-gaap_LongtermDebtTypeDomain_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_LongtermDebtTypeDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Longterm Debt Type [Domain]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SecuredDebtMember" xlink:type="locator" xlink:label="us-gaap_SecuredDebtMember" />
    <label xml:lang="en-US" xlink:label="us-gaap_SecuredDebtMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Secured Debt [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SecuredDebtMember" xlink:to="us-gaap_SecuredDebtMember_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_SecuredDebtMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Secured Debt [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_UnsecuredRevolvingCreditFacilityMember" xlink:type="locator" xlink:label="mpw_UnsecuredRevolvingCreditFacilityMember" />
    <label xml:lang="en-US" xlink:label="mpw_UnsecuredRevolvingCreditFacilityMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Unsecured Revolving Credit Facility [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_UnsecuredRevolvingCreditFacilityMember" xlink:to="mpw_UnsecuredRevolvingCreditFacilityMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_UnsecuredRevolvingCreditFacilityMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Unsecured Revolving Credit Facility [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_UnsecuredRevolvingCreditFacilityMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Unsecured Revolving Credit Facility [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_FivePointSevenFiveZeroPercentageSeniorUnsecuredNotesDueTwoThousandAndTwentyMember" xlink:type="locator" xlink:label="mpw_FivePointSevenFiveZeroPercentageSeniorUnsecuredNotesDueTwoThousandAndTwentyMember" />
    <label xml:lang="en-US" xlink:label="mpw_FivePointSevenFiveZeroPercentageSeniorUnsecuredNotesDueTwoThousandAndTwentyMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Five point seven five zero percentage senior unsecured notes due two thousand and twenty.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_FivePointSevenFiveZeroPercentageSeniorUnsecuredNotesDueTwoThousandAndTwentyMember" xlink:to="mpw_FivePointSevenFiveZeroPercentageSeniorUnsecuredNotesDueTwoThousandAndTwentyMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_FivePointSevenFiveZeroPercentageSeniorUnsecuredNotesDueTwoThousandAndTwentyMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">5.750% Senior Unsecured Notes Due 2020 [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_FivePointSevenFiveZeroPercentageSeniorUnsecuredNotesDueTwoThousandAndTwentyMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Five Point Seven Five Zero Percentage Senior Unsecured Notes Due Two Thousand And Twenty [Member]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_SixPointThreeSevenFivePercentageSeniorUnsecuredNotesDueTwoThousandTwentyTwoMember" xlink:type="locator" xlink:label="mpw_SixPointThreeSevenFivePercentageSeniorUnsecuredNotesDueTwoThousandTwentyTwoMember" />
    <label xml:lang="en-US" xlink:label="mpw_SixPointThreeSevenFivePercentageSeniorUnsecuredNotesDueTwoThousandTwentyTwoMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Six point three seven five percentage senior unsecured notes due two thousand twenty two.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_SixPointThreeSevenFivePercentageSeniorUnsecuredNotesDueTwoThousandTwentyTwoMember" xlink:to="mpw_SixPointThreeSevenFivePercentageSeniorUnsecuredNotesDueTwoThousandTwentyTwoMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_SixPointThreeSevenFivePercentageSeniorUnsecuredNotesDueTwoThousandTwentyTwoMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">6.375% Senior Unsecured Notes Due 2022 [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_SixPointThreeSevenFivePercentageSeniorUnsecuredNotesDueTwoThousandTwentyTwoMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Six Point Three Seven Five Percentage Senior Unsecured Notes Due Two Thousand Twenty Two [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LineOfCreditFacilityAxis" xlink:type="locator" xlink:label="us-gaap_LineOfCreditFacilityAxis" />
    <label xml:lang="en-US" xlink:label="us-gaap_LineOfCreditFacilityAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Lender Name</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LineOfCreditFacilityAxis" xlink:to="us-gaap_LineOfCreditFacilityAxis_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_LineOfCreditFacilityAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Line Of Credit Facility [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LineOfCreditFacilityLenderDomain" xlink:type="locator" xlink:label="us-gaap_LineOfCreditFacilityLenderDomain" />
    <label xml:lang="en-US" xlink:label="us-gaap_LineOfCreditFacilityLenderDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Line of Credit Facility, Lender</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LineOfCreditFacilityLenderDomain" xlink:to="us-gaap_LineOfCreditFacilityLenderDomain_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_LineOfCreditFacilityLenderDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Line Of Credit Facility Lender [Domain]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_JPMorganChaseBankMember" xlink:type="locator" xlink:label="mpw_JPMorganChaseBankMember" />
    <label xml:lang="en-US" xlink:label="mpw_JPMorganChaseBankMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">JP Morgan Chase Bank.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_JPMorganChaseBankMember" xlink:to="mpw_JPMorganChaseBankMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_JPMorganChaseBankMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">J P Morgan Chase Bank [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_JPMorganChaseBankMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">J P Morgan Chase Bank [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ProceedsFromIssuanceOfSecuredDebt" xlink:type="locator" xlink:label="us-gaap_ProceedsFromIssuanceOfSecuredDebt" />
    <label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromIssuanceOfSecuredDebt_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Proceeds from issuance of new secured debt</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ProceedsFromIssuanceOfSecuredDebt" xlink:to="us-gaap_ProceedsFromIssuanceOfSecuredDebt_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromIssuanceOfSecuredDebt_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Proceeds From Issuance Of Secured Debt</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentTerm" xlink:type="locator" xlink:label="us-gaap_DebtInstrumentTerm" />
    <label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentTerm_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Debt instrument term</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DebtInstrumentTerm" xlink:to="us-gaap_DebtInstrumentTerm_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentTerm_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Debt Instrument Term</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongTermDebtPercentageBearingFixedInterestRate" xlink:type="locator" xlink:label="us-gaap_LongTermDebtPercentageBearingFixedInterestRate" />
    <label xml:lang="en-US" xlink:label="us-gaap_LongTermDebtPercentageBearingFixedInterestRate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Debt instrument swapped fixed rate</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LongTermDebtPercentageBearingFixedInterestRate" xlink:to="us-gaap_LongTermDebtPercentageBearingFixedInterestRate_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_LongTermDebtPercentageBearingFixedInterestRate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Long Term Debt Percentage Bearing Fixed Interest Rate</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_DecreaseInUnsecuredDebtFromPreviousFacility" xlink:type="locator" xlink:label="mpw_DecreaseInUnsecuredDebtFromPreviousFacility" />
    <label xml:lang="en-US" xlink:label="mpw_DecreaseInUnsecuredDebtFromPreviousFacility_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Decrease in unsecured debt from previous facility.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_DecreaseInUnsecuredDebtFromPreviousFacility" xlink:to="mpw_DecreaseInUnsecuredDebtFromPreviousFacility_lbl" />
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_UnsecuredDebt" xlink:type="locator" xlink:label="us-gaap_UnsecuredDebt" />
    <label xml:lang="en-US" xlink:label="us-gaap_UnsecuredDebt_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Amount of senior unsecured debt</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_UnsecuredDebt" xlink:to="us-gaap_UnsecuredDebt_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_UnsecuredDebt_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Unsecured Debt</label>
    <label xml:lang="en-US" xlink:label="mpw_DecreaseInUnsecuredDebtFromPreviousFacility_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Decrease in unsecured debt from previous facility</label>
    <label xml:lang="en-US" xlink:label="mpw_DecreaseInUnsecuredDebtFromPreviousFacility_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Decrease In Unsecured Debt From Previous Facility</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentRedemptionPeriodEndDate" xlink:type="locator" xlink:label="us-gaap_DebtInstrumentRedemptionPeriodEndDate" />
    <label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentRedemptionPeriodEndDate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Senior notes, redemption date</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DebtInstrumentRedemptionPeriodEndDate" xlink:to="us-gaap_DebtInstrumentRedemptionPeriodEndDate_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentRedemptionPeriodEndDate_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Debt Instrument Redemption Period End Date</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_RepaymentsOfUnsecuredDebt" xlink:type="locator" xlink:label="us-gaap_RepaymentsOfUnsecuredDebt" />
    <label xml:lang="en-US" xlink:label="us-gaap_RepaymentsOfUnsecuredDebt_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Amount of senior unsecured debt redeemed</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_RepaymentsOfUnsecuredDebt" xlink:to="us-gaap_RepaymentsOfUnsecuredDebt_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_RepaymentsOfUnsecuredDebt_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Repayments Of Unsecured Debt</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentRedemptionDescription" xlink:type="locator" xlink:label="us-gaap_DebtInstrumentRedemptionDescription" />
    <label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentRedemptionDescription_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Senior unsecured notes, redemption description</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DebtInstrumentRedemptionDescription" xlink:to="us-gaap_DebtInstrumentRedemptionDescription_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentRedemptionDescription_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Debt Instrument Redemption Description</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_DebtInstrumentFaceAmount" xlink:type="locator" xlink:label="us-gaap_DebtInstrumentFaceAmount" />
    <label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentFaceAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Senior unsecured notes face amount</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_DebtInstrumentFaceAmount" xlink:to="us-gaap_DebtInstrumentFaceAmount_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_DebtInstrumentFaceAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Debt Instrument Face Amount</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ExtinguishmentOfDebtAmount" xlink:type="locator" xlink:label="us-gaap_ExtinguishmentOfDebtAmount" />
    <label xml:lang="en-US" xlink:label="us-gaap_ExtinguishmentOfDebtAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Prepaid and extinguished term loans</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ExtinguishmentOfDebtAmount" xlink:to="us-gaap_ExtinguishmentOfDebtAmount_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_ExtinguishmentOfDebtAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Extinguishment Of Debt Amount</label>
    <label xml:lang="en-US" xlink:label="us-gaap_RepaymentsOfLongTermDebt_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Payments of term debt</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LineOfCreditFacilityCommitmentFeeAmount" xlink:type="locator" xlink:label="us-gaap_LineOfCreditFacilityCommitmentFeeAmount" />
    <label xml:lang="en-US" xlink:label="us-gaap_LineOfCreditFacilityCommitmentFeeAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Cancellation fees</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LineOfCreditFacilityCommitmentFeeAmount" xlink:to="us-gaap_LineOfCreditFacilityCommitmentFeeAmount_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_LineOfCreditFacilityCommitmentFeeAmount_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Line Of Credit Facility Commitment Fee Amount</label>
    <label xml:lang="en-US" xlink:label="mpw_DebtRefinancingCharge_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Debt refinancing charge</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_PercentageOfDividendsPayableOnBasisOfAdjustedOperatingFunds" xlink:type="locator" xlink:label="mpw_PercentageOfDividendsPayableOnBasisOfAdjustedOperatingFunds" />
    <label xml:lang="en-US" xlink:label="mpw_PercentageOfDividendsPayableOnBasisOfAdjustedOperatingFunds_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Percentage of dividends payable on basis of adjusted operating funds.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_PercentageOfDividendsPayableOnBasisOfAdjustedOperatingFunds" xlink:to="mpw_PercentageOfDividendsPayableOnBasisOfAdjustedOperatingFunds_lbl" />
    <loc xlink:href="mpw-20180930.xsd#mpw_PercentageOfDividendsPayableOnSeniorUnsecuredNotes" xlink:type="locator" xlink:label="mpw_PercentageOfDividendsPayableOnSeniorUnsecuredNotes" />
    <label xml:lang="en-US" xlink:label="mpw_PercentageOfDividendsPayableOnSeniorUnsecuredNotes_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Percentage of dividends payable on senior unsecured notes.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_PercentageOfDividendsPayableOnSeniorUnsecuredNotes" xlink:to="mpw_PercentageOfDividendsPayableOnSeniorUnsecuredNotes_lbl" />
    <loc xlink:href="mpw-20180930.xsd#mpw_MaximumPercentageOfUnencumberedAssets" xlink:type="locator" xlink:label="mpw_MaximumPercentageOfUnencumberedAssets" />
    <label xml:lang="en-US" xlink:label="mpw_MaximumPercentageOfUnencumberedAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Maximum percentage of unencumbered assets.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_MaximumPercentageOfUnencumberedAssets" xlink:to="mpw_MaximumPercentageOfUnencumberedAssets_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_PercentageOfDividendsPayableOnBasisOfAdjustedOperatingFunds_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Percentage of dividends which could be paid from adjusted operating funds</label>
    <label xml:lang="en-US" xlink:label="mpw_PercentageOfDividendsPayableOnBasisOfAdjustedOperatingFunds_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Percentage Of Dividends Payable On Basis Of Adjusted Operating Funds</label>
    <label xml:lang="en-US" xlink:label="mpw_PercentageOfDividendsPayableOnSeniorUnsecuredNotes_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Percentage of dividends which could be paid from operation funds</label>
    <label xml:lang="en-US" xlink:label="mpw_PercentageOfDividendsPayableOnSeniorUnsecuredNotes_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Percentage Of Dividends Payable On Senior Unsecured Notes</label>
    <label xml:lang="en-US" xlink:label="mpw_MaximumPercentageOfUnencumberedAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Maximum percentage of total unencumbered assets</label>
    <label xml:lang="en-US" xlink:label="mpw_MaximumPercentageOfUnencumberedAssets_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Maximum Percentage Of Unencumbered Assets</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_UnderwritersPurchaseOfSharesToCoverOverAllotments" xlink:type="locator" xlink:label="mpw_UnderwritersPurchaseOfSharesToCoverOverAllotments" />
    <label xml:lang="en-US" xlink:label="mpw_UnderwritersPurchaseOfSharesToCoverOverAllotments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Underwriters Purchase Of Shares To Cover Over Allotments.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_UnderwritersPurchaseOfSharesToCoverOverAllotments" xlink:to="mpw_UnderwritersPurchaseOfSharesToCoverOverAllotments_lbl" />
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfStockByClassTable" xlink:type="locator" xlink:label="us-gaap_ScheduleOfStockByClassTable" />
    <label xml:lang="en-US" xlink:label="us-gaap_ScheduleOfStockByClassTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Schedule Of Stock By Class [Table]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ScheduleOfStockByClassTable" xlink:to="us-gaap_ScheduleOfStockByClassTable_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_ScheduleOfStockByClassTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Schedule Of Stock By Class [Table]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SubsidiarySaleOfStockAxis" xlink:type="locator" xlink:label="us-gaap_SubsidiarySaleOfStockAxis" />
    <label xml:lang="en-US" xlink:label="us-gaap_SubsidiarySaleOfStockAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Sale of Stock</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SubsidiarySaleOfStockAxis" xlink:to="us-gaap_SubsidiarySaleOfStockAxis_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_SubsidiarySaleOfStockAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Subsidiary Sale Of Stock [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_SaleOfStockNameOfTransactionDomain" xlink:type="locator" xlink:label="us-gaap_SaleOfStockNameOfTransactionDomain" />
    <label xml:lang="en-US" xlink:label="us-gaap_SaleOfStockNameOfTransactionDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Sale of Stock</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_SaleOfStockNameOfTransactionDomain" xlink:to="us-gaap_SaleOfStockNameOfTransactionDomain_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_SaleOfStockNameOfTransactionDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Sale Of Stock Name Of Transaction [Domain]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_PublicOfferingMember" xlink:type="locator" xlink:label="mpw_PublicOfferingMember" />
    <label xml:lang="en-US" xlink:label="mpw_PublicOfferingMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Public&#8203; offering.&#8203;</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_PublicOfferingMember" xlink:to="mpw_PublicOfferingMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_PublicOfferingMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Public Offering [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_PublicOfferingMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Public Offering [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ClassOfStockLineItems" xlink:type="locator" xlink:label="us-gaap_ClassOfStockLineItems" />
    <label xml:lang="en-US" xlink:label="us-gaap_ClassOfStockLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Class of Stock [Line Items]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ClassOfStockLineItems" xlink:to="us-gaap_ClassOfStockLineItems_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_ClassOfStockLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Class Of Stock [Line Items]</label>
    <label xml:lang="en-US" xlink:label="mpw_UnderwritersPurchaseOfSharesToCoverOverAllotments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Additional shares purchased by underwriters</label>
    <label xml:lang="en-US" xlink:label="mpw_UnderwritersPurchaseOfSharesToCoverOverAllotments_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Underwriters Purchase Of Shares To Cover Over Allotments</label>
    <label xml:lang="en-US" xlink:label="us-gaap_ProceedsFromIssuanceOfCommonStock_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Proceeds from sale of common shares / units, net of offering costs</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_NumberOfOtherPartners" xlink:type="locator" xlink:label="mpw_NumberOfOtherPartners" />
    <label xml:lang="en-US" xlink:label="mpw_NumberOfOtherPartners_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Number of other partners</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_NumberOfOtherPartners" xlink:to="mpw_NumberOfOtherPartners_lbl" />
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_MinorityInterestOwnershipPercentageByParent" xlink:type="locator" xlink:label="us-gaap_MinorityInterestOwnershipPercentageByParent" />
    <label xml:lang="en-US" xlink:label="us-gaap_MinorityInterestOwnershipPercentageByParent_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Ownership interest in equity</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_MinorityInterestOwnershipPercentageByParent" xlink:to="us-gaap_MinorityInterestOwnershipPercentageByParent_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_MinorityInterestOwnershipPercentageByParent_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Minority Interest Ownership Percentage By Parent</label>
    <label xml:lang="en-US" xlink:label="mpw_NumberOfOtherPartners_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of other partners</label>
    <label xml:lang="en-US" xlink:label="mpw_NumberOfOtherPartners_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Number Of Other Partners</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_PartnersCapitalAccountUnitsSaleOfUnits" xlink:type="locator" xlink:label="us-gaap_PartnersCapitalAccountUnitsSaleOfUnits" />
    <label xml:lang="en-US" xlink:label="us-gaap_PartnersCapitalAccountUnitsSaleOfUnits_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Number of units sold</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_PartnersCapitalAccountUnitsSaleOfUnits" xlink:to="us-gaap_PartnersCapitalAccountUnitsSaleOfUnits_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_PartnersCapitalAccountUnitsSaleOfUnits_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Partners Capital Account Units Sale Of Units</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_CompensationRelatedCostsAbstract" xlink:type="locator" xlink:label="us-gaap_CompensationRelatedCostsAbstract" />
    <label xml:lang="en-US" xlink:label="us-gaap_CompensationRelatedCostsAbstract_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Compensation Related Costs [Abstract]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_CompensationRelatedCostsAbstract" xlink:to="us-gaap_CompensationRelatedCostsAbstract_lbl" />
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ScheduleOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTable" xlink:type="locator" xlink:label="us-gaap_ScheduleOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTable" />
    <label xml:lang="en-US" xlink:label="us-gaap_ScheduleOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Schedule Of Share Based Compensation Arrangements By Share Based Payment Award [Table]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ScheduleOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTable" xlink:to="us-gaap_ScheduleOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTable_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_ScheduleOfShareBasedCompensationArrangementsByShareBasedPaymentAwardTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Schedule Of Share Based Compensation Arrangements By Share Based Payment Award [Table]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_AwardTypeAxis" xlink:type="locator" xlink:label="us-gaap_AwardTypeAxis" />
    <label xml:lang="en-US" xlink:label="us-gaap_AwardTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Award Type</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_AwardTypeAxis" xlink:to="us-gaap_AwardTypeAxis_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_AwardTypeAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Award Type [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardAwardTypeAndPlanNameDomain" xlink:type="locator" xlink:label="us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardAwardTypeAndPlanNameDomain" />
    <label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardAwardTypeAndPlanNameDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Equity Award</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardAwardTypeAndPlanNameDomain" xlink:to="us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardAwardTypeAndPlanNameDomain_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementsByShareBasedPaymentAwardAwardTypeAndPlanNameDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Arrangements By Share Based Payment Award Award Type And Plan Name [Domain]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_EquityIncentivePlanMember" xlink:type="locator" xlink:label="mpw_EquityIncentivePlanMember" />
    <label xml:lang="en-US" xlink:label="mpw_EquityIncentivePlanMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Equity incentive plan member.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_EquityIncentivePlanMember" xlink:to="mpw_EquityIncentivePlanMember_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_EquityIncentivePlanMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Equity Incentive Plan [Member]</label>
    <label xml:lang="en-US" xlink:label="mpw_EquityIncentivePlanMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Equity Incentive Plan [Member]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardLineItems" xlink:type="locator" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardLineItems" />
    <label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Share-based Compensation Arrangement by Share-based Payment Award [Line Items]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardLineItems" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardLineItems_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Arrangement By Share Based Payment Award [Line Items]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized" xlink:type="locator" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized" />
    <label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Reserved shares of common stock for awards under the Equity Incentive Plan</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAuthorized_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Arrangement By Share Based Payment Award Number Of Shares Authorized</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant" xlink:type="locator" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant" />
    <label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Common stock remaining for future stock awards transferred to the equity incentive plan</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant" xlink:to="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfSharesAvailableForGrant_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Share Based Compensation Arrangement By Share Based Payment Award Number Of Shares Available For Grant</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_Loans" xlink:type="locator" xlink:label="mpw_Loans" />
    <label xml:lang="en-US" xlink:label="mpw_Loans_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Loans.</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_Loans" xlink:to="mpw_Loans_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_InterestAndRentReceivable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Interest and rent receivables, Book value</label>
    <label xml:lang="en-US" xlink:label="mpw_Loans_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Loans, Book value</label>
    <label xml:lang="en-US" xlink:label="mpw_Loans_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Loans</label>
    <label xml:lang="en-US" xlink:label="us-gaap_LongTermDebt_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Debt, net Book value</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_ReceivablesFairValueDisclosure" xlink:type="locator" xlink:label="us-gaap_ReceivablesFairValueDisclosure" />
    <label xml:lang="en-US" xlink:label="us-gaap_ReceivablesFairValueDisclosure_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Interest and rent receivables, Fair value</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_ReceivablesFairValueDisclosure" xlink:to="us-gaap_ReceivablesFairValueDisclosure_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_ReceivablesFairValueDisclosure_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Receivables Fair Value Disclosure</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LoansHeldForSaleFairValueDisclosure" xlink:type="locator" xlink:label="us-gaap_LoansHeldForSaleFairValueDisclosure" />
    <label xml:lang="en-US" xlink:label="us-gaap_LoansHeldForSaleFairValueDisclosure_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Loans, Fair value</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LoansHeldForSaleFairValueDisclosure" xlink:to="us-gaap_LoansHeldForSaleFairValueDisclosure_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_LoansHeldForSaleFairValueDisclosure_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Loans Held For Sale Fair Value Disclosure</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_LongTermDebtFairValue" xlink:type="locator" xlink:label="us-gaap_LongTermDebtFairValue" />
    <label xml:lang="en-US" xlink:label="us-gaap_LongTermDebtFairValue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2009/role/negatedLabel">Debt, net Fair value</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_LongTermDebtFairValue" xlink:to="us-gaap_LongTermDebtFairValue_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_LongTermDebtFairValue_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Long Term Debt Fair Value</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_FinancialInstrumentsMeasuredAtFairValueOnRecurringBasisLineItems" xlink:type="locator" xlink:label="mpw_FinancialInstrumentsMeasuredAtFairValueOnRecurringBasisLineItems" />
    <label xml:lang="en-US" xlink:label="mpw_FinancialInstrumentsMeasuredAtFairValueOnRecurringBasisLineItems_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Financial Instruments Measured At Fair Value On Recurring Basis [Line Items]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_FinancialInstrumentsMeasuredAtFairValueOnRecurringBasisLineItems" xlink:to="mpw_FinancialInstrumentsMeasuredAtFairValueOnRecurringBasisLineItems_lbl" />
    <loc xlink:href="mpw-20180930.xsd#mpw_FinancialInstrumentsMeasuredAtFairValueOnRecurringBasisTable" xlink:type="locator" xlink:label="mpw_FinancialInstrumentsMeasuredAtFairValueOnRecurringBasisTable" />
    <label xml:lang="en-US" xlink:label="mpw_FinancialInstrumentsMeasuredAtFairValueOnRecurringBasisTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Financial Instruments Measured At Fair Value On Recurring Basis [Table]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="mpw_FinancialInstrumentsMeasuredAtFairValueOnRecurringBasisTable" xlink:to="mpw_FinancialInstrumentsMeasuredAtFairValueOnRecurringBasisTable_lbl" />
    <label xml:lang="en-US" xlink:label="mpw_FinancialInstrumentsMeasuredAtFairValueOnRecurringBasisTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Financial Instruments Measured At Fair Value On Recurring Basis [Table]</label>
    <label xml:lang="en-US" xlink:label="mpw_FinancialInstrumentsMeasuredAtFairValueOnRecurringBasisTable_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Financial Instruments Measured At Fair Value On Recurring Basis [Table]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueByMeasurementFrequencyAxis" xlink:type="locator" xlink:label="us-gaap_FairValueByMeasurementFrequencyAxis" />
    <label xml:lang="en-US" xlink:label="us-gaap_FairValueByMeasurementFrequencyAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Measurement Frequency</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FairValueByMeasurementFrequencyAxis" xlink:to="us-gaap_FairValueByMeasurementFrequencyAxis_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_FairValueByMeasurementFrequencyAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Fair Value By Measurement Frequency [Axis]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueMeasurementFrequencyDomain" xlink:type="locator" xlink:label="us-gaap_FairValueMeasurementFrequencyDomain" />
    <label xml:lang="en-US" xlink:label="us-gaap_FairValueMeasurementFrequencyDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Fair Value, Measurement Frequency</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FairValueMeasurementFrequencyDomain" xlink:to="us-gaap_FairValueMeasurementFrequencyDomain_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_FairValueMeasurementFrequencyDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Fair Value Measurement Frequency [Domain]</label>
    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_FairValueMeasurementsRecurringMember" xlink:type="locator" xlink:label="us-gaap_FairValueMeasurementsRecurringMember" />
    <label xml:lang="en-US" xlink:label="us-gaap_FairValueMeasurementsRecurringMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Fair Value Measurements, Recurring [Member]</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="us-gaap_FairValueMeasurementsRecurringMember" xlink:to="us-gaap_FairValueMeasurementsRecurringMember_lbl" />
    <label xml:lang="en-US" xlink:label="us-gaap_FairValueMeasurementsRecurringMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Fair Value Measurements Recurring [Member]</label>
    <loc xlink:href="https://xbrl.sec.gov/invest/2013/invest-2013-01-31.xsd#invest_InvestmentAxis" xlink:type="locator" xlink:label="invest_InvestmentAxis" />
    <label xml:lang="en-US" xlink:label="invest_InvestmentAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Investment</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="invest_InvestmentAxis" xlink:to="invest_InvestmentAxis_lbl" />
    <label xml:lang="en-US" xlink:label="invest_InvestmentAxis_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Investment [Axis]</label>
    <loc xlink:href="https://xbrl.sec.gov/invest/2013/invest-2013-01-31.xsd#invest_InvestmentDomain" xlink:type="locator" xlink:label="invest_InvestmentDomain" />
    <label xml:lang="en-US" xlink:label="invest_InvestmentDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/terseLabel">Investment</label>
    <labelArc xlink:type="arc" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="invest_InvestmentDomain" xlink:to="invest_InvestmentDomain_lbl" />
    <label xml:lang="en-US" xlink:label="invest_InvestmentDomain_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/label">Investment [Domain]</label>
    <loc xlink:href="mpw-20180930.xsd#mpw_MortgageLoansMember" xlink:type="locator" xlink:label="mpw_MortgageLoansMember" />
    <label xml:lang="en-US" xlink:label="mpw_MortgageLoansMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/documentation">Mortgage Loans [Member]</label>
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    <loc xlink:href="http://xbrl.fasb.org/us-gaap/2018/elts/us-gaap-2018-01-31.xsd#us-gaap_UnrealizedGainLossOnInvestments" xlink:type="locator" xlink:label="us-gaap_UnrealizedGainLossOnInvestments" />
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    <loc xlink:href="mpw-20180930.xsd#mpw_BusinessCombinationConsiderationExpectedToBeReceiveAtClosing" xlink:type="locator" xlink:label="mpw_BusinessCombinationConsiderationExpectedToBeReceiveAtClosing" />
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    <loc xlink:href="mpw-20180930.xsd#mpw_CommitmentAndContingenciesLineItems" xlink:type="locator" xlink:label="mpw_CommitmentAndContingenciesLineItems" />
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    <loc xlink:href="mpw-20180930.xsd#mpw_CommitmentAndContingenciesTable" xlink:type="locator" xlink:label="mpw_CommitmentAndContingenciesTable" />
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    <label xml:lang="en-US" xlink:label="mpw_RehabilitationHospitalMember_lbl" xlink:type="resource" xlink:role="http://www.xbrl.org/2003/role/verboseLabel">Rehabilitation Hospitals [Member]</label>
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