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Fair Value Measurements - Estimated Fair Values of Financial Instruments (Details) - USD ($)
$ in Thousands
Mar. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Financial assets:      
Interest receivable $ 13,920 $ 13,069  
Mortgage servicing rights, net 93,160 76,107 $ 33,081
Carrying Amount      
Financial assets:      
Cash and cash equivalents 73,700 119,751  
Investment securities 597,347 543,992  
Federal Home Loan Bank Stock 11,810 11,412  
Loans, net 3,220,257 3,142,870  
Loans held for sale 414,518 526,185  
Interest receivable 13,920 13,069  
Mortgage servicing rights, net 93,160 76,107  
Derivatives assets 14,904 9,690  
Financial liabilities:      
Deposits, Without stated maturities 3,059,142 2,976,066  
Deposits, With stated maturities 707,009 688,329  
Securities sold under agreement to repurchase 14,724 14,293  
Short term borrowings 138,707 190,000  
Interest payable 1,857 1,504  
Long-term debt 139,586 143,302  
Derivatives liabilities 3,655 1,699  
Fair Value      
Financial assets:      
Cash and cash equivalents 73,700 119,751  
Investment securities 597,347 543,992  
Loans, net 3,213,659 3,141,400  
Loans held for sale 414,518 526,185  
Interest receivable 13,920 13,069  
Mortgage servicing rights, net 93,160 76,107  
Derivatives assets 14,904 9,690  
Financial liabilities:      
Deposits, Without stated maturities 3,059,142 2,976,066  
Deposits, With stated maturities 706,585 682,403  
Securities sold under agreement to repurchase 14,724 14,293  
Short term borrowings 138,707 190,000  
Interest payable 1,857 1,504  
Long-term debt 138,456 149,135  
Derivatives liabilities 3,655 1,699  
Fair Value | Fair Value Level 1      
Financial assets:      
Cash and cash equivalents 73,700 119,751  
Financial liabilities:      
Deposits, Without stated maturities 3,059,142 2,976,066  
Securities sold under agreement to repurchase 14,724 14,293  
Short term borrowings 138,707 190,000  
Interest payable 526 575  
Fair Value | Fair Value Level 2      
Financial assets:      
Investment securities 597,347 540,388  
Loans, net   3,064,373  
Loans held for sale 414,518 526,185  
Interest receivable 13,920 13,069  
Derivatives assets 14,904 9,690  
Financial liabilities:      
Deposits, With stated maturities 706,585 682,403  
Interest payable 1,331 929  
Long-term debt 138,456 149,135  
Derivatives liabilities 3,655 1,699  
Fair Value | Fair Value Level 3      
Financial assets:      
Investment securities   3,604  
Loans, net 3,213,659 77,027  
Mortgage servicing rights, net $ 93,160 $ 76,107