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Acquisitions - Additional Information (Details) - USD ($)
3 Months Ended 12 Months Ended
May 15, 2019
Apr. 30, 2019
Mar. 31, 2020
Mar. 31, 2019
Dec. 31, 2019
Dec. 31, 2018
Business Acquisition [Line Items]            
Goodwill     $ 148,353,000 $ 128,177,000 $ 148,353,000 $ 128,177,000
Oak Park River Forest Bankshares, Inc.            
Business Acquisition [Line Items]            
Business acquisition date of agreement     Apr. 30, 2019      
Right to receive common stock upon conversion   7.9321        
Consideration paid in cash $ 4,200,000 $ 6,163,000        
Common stock outstanding value per share   $ 33.375        
Common stock issued price per share   $ 20.02        
Issuance of common shares   1,464,558        
Value of common stock consideration   $ 29,300,000        
Options to acquire common stock shares   35,870        
Option to acquire common stock value   $ 4,200,000        
Total merger consideration   35,483,000        
Stock issuance costs   585,000        
Goodwill   $ 20,176,000        
Oak Park River Forest Bankshares, Inc. | Non-interest Expense            
Business Acquisition [Line Items]            
Acquisition advisory expenses       18,000 2,300,000  
Core system conversion expenses       $ 0 $ 2,000,000