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Nature of Operations and Summary of Significant Accounting Policies - Recent Acquisitions (Details) - USD ($)
12 Months Ended
Oct. 01, 2018
Jan. 02, 2018
Aug. 15, 2017
Dec. 31, 2019
Dec. 31, 2018
Sep. 30, 2018
Dec. 31, 2017
Dec. 31, 2016
Acquisitions                
Goodwill       $ 15,845,000 $ 17,477,000   $ 3,902,000 $ 523,000
Total assets       6,371,928,000 3,884,163,000   3,393,133,000  
Fair Value of available for sale securities       290,243,000 331,071,000      
Time deposits at fair value       $ 2,174,339,000 $ 680,454,000      
Core Deposits                
Acquisitions                
Useful life       10 years        
Customer Lists                
Acquisitions                
Useful life         21 months      
MCS                
Acquisitions                
Percentage of voting interests acquired     100.00%          
Purchase price paid shares     $ 8,100,000          
Goodwill     3,800,000          
Intangible assets     $ 1,600,000          
FMBI | Stock Purchase Agreement                
Acquisitions                
Total cost   $ 5,500,000            
Goodwill   988,000            
Intangible assets   478,000            
Time deposits   16,700,000            
Time deposits at fair value   16,900,000            
Fair value premium of acquired time deposits   $ 185,000            
Time deposits, fair value premium, accretion period   20 months            
Acquired loan portfolio   $ 27,900,000            
Acquired loan portfolio at fair value   27,500,000            
Fair value discount on acquired loan portfolio   $ 458,000            
Acquired loan portfolio, fair value discount, accretion period   39 months            
FMBI | Core Deposits                
Acquisitions                
Useful life       10 years        
FMBI | Core Deposits | Stock Purchase Agreement                
Acquisitions                
Useful life   10 years            
FM Bancorp, Inc                
Acquisitions                
Outstanding shares of the acquiree 27,537              
Share price per share $ 795.29              
Total cost $ 21,900,000              
Goodwill 6,900,000              
Intangible assets 1,900,000              
Fair Value of available for sale securities 66,300,000              
Fair value discount on available for sale securities 1,000,000              
Time deposits 95,700,000              
Time deposits at fair value 95,700,000              
Acquired loan portfolio 35,400,000              
Acquired loan portfolio at fair value 34,800,000              
Fair value discount on acquired loan portfolio 625,000              
Discount related to interest assumption 279,000              
Discount related to credit assumption $ 346,000              
Acquired loan portfolio, fair value discount, accretion period 72 months              
FM Bancorp, Inc | Core Deposits                
Acquisitions                
Useful life 10 years              
NattyMac, LLC                
Acquisitions                
Goodwill         $ 3,700,000      
Intangible assets         1,600,000      
Repayments of subordinated debt         $ 30,000,000      
NattyMac, LLC | Customer Lists                
Acquisitions                
Useful life       21 months 21 months      
FMBI                
Acquisitions                
Total assets             $ 43,000,000  
FM Bancorp                
Acquisitions                
Total assets           $ 110,000,000    
Fair Value of available for sale securities           66,300,000    
Time deposits           95,700,000    
Net loans receivable           $ 35,000,000