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Goodwill and Other Intangible Assets - Additional Information (Details) - USD ($)
3 Months Ended 9 Months Ended
Sep. 30, 2018
Sep. 30, 2017
Sep. 30, 2018
Sep. 30, 2017
Jan. 01, 2018
Dec. 31, 2017
Finite-Lived Intangible Assets [Line Items]            
Goodwill from business combinations     $ 395,073,000      
Goodwill impairment $ 0 $ 0 0 $ 0    
Gross intangible assets 170,813,000   170,813,000     $ 126,621,000
Amortization of other intangible assets 4,697,000 2,498,000 $ 13,607,000 7,596,000    
Core Deposits            
Finite-Lived Intangible Assets [Line Items]            
Weighted average amortization period, years     10 years      
Gross intangible assets 80,470,000   $ 80,470,000   $ 44,600,000 43,396,000
Loan servicing rights            
Finite-Lived Intangible Assets [Line Items]            
Gross intangible assets 86,398,000   $ 86,398,000   $ 1,400,000 79,138,000
Other            
Finite-Lived Intangible Assets [Line Items]            
Weighted average amortization period, years     20 years      
Gross intangible assets 3,945,000   $ 3,945,000     $ 4,087,000
Core Deposits and Other            
Finite-Lived Intangible Assets [Line Items]            
Impairment of core deposits and other intangibles 0 $ 0 $ 0 $ 0    
USAmeriBancorp, Inc.            
Finite-Lived Intangible Assets [Line Items]            
Goodwill from business combinations $ 6,800,000          
USAmeriBancorp, Inc. | Core Deposits            
Finite-Lived Intangible Assets [Line Items]            
Weighted average amortization period, years     10 years