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Acquisitions - Narrative (Details) - USD ($)
$ / shares in Units, $ in Thousands
12 Months Ended
Dec. 06, 2018
Oct. 12, 2018
Jan. 06, 2017
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Jan. 16, 2019
Sep. 30, 2018
Feb. 28, 2017
Dec. 31, 2015
Business Acquisition [Line Items]                    
Goodwill       $ 728,809 $ 697,608 $ 340,879       $ 319,007
Acquisition and integration related expenses       9,613 $ 20,123 $ 14,352        
Bridgeview Bancorp, Inc.                    
Business Acquisition [Line Items]                    
Announced assets to be acquired               $ 1,200,000    
Announced deposits to be acquired $ 1,100,000                  
Announced loans to be acquired $ 800,000                  
Fixed exchange ratio (in shares) 0.2767                  
Cash paid per share in business acquisition $ 1.79                  
Announced consideration to be transferred $ 145,000                  
Northern States Financial Corporation                    
Business Acquisition [Line Items]                    
Fixed exchange ratio (in shares)   0.0363                
Total assets   $ 578,669                
Total deposits   463,160                
Total loans   284,924                
Consideration transferred   $ 83,303                
Common stock, shares issued (in shares)   3,310,912                
Goodwill   $ 29,343                
Cash paid   $ 0                
Premier Asset Management LLC                    
Business Acquisition [Line Items]                    
Assets under management acquired                 $ 550,000  
Measurement period adjustment to increase goodwill       $ 1,900            
Standard Bancshares, Inc.                    
Business Acquisition [Line Items]                    
Fixed exchange ratio (in shares)     0.4350              
Total assets     $ 2,639,060              
Total deposits     2,023,874              
Total loans     1,762,303              
Consideration transferred     $ 580,715              
Common stock, shares issued (in shares)     21,057,085              
Goodwill     $ 345,334              
Cash paid     $ 47,125              
Subsequent Event | Northern Oak Wealth Management, Inc.                    
Business Acquisition [Line Items]                    
Assets under management acquired             $ 800,000