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Long-Term Debt - Junior Subordinated Notes (Details) - Junior subordinated notes - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2020
Dec. 31, 2019
Debt Instrument [Line Items]    
Debt instrument, face amount $ 44,847 $ 44,847
Debt instrument, book value 41,631 41,587
ATBancorp Statutory Trust I    
Debt Instrument [Line Items]    
Debt instrument, face amount 7,732 7,732
Debt instrument, book value $ 6,823 $ 6,814
Interest rate 2.42% 3.57%
ATBancorp Statutory Trust I | LIBOR    
Debt Instrument [Line Items]    
Debt instrument, basis spread on variable rate 1.68%  
ATBancorp Statutory Trust II    
Debt Instrument [Line Items]    
Debt instrument, face amount $ 12,372 $ 12,372
Debt instrument, book value $ 10,808 $ 10,794
Interest rate 2.39% 3.54%
ATBancorp Statutory Trust II | LIBOR    
Debt Instrument [Line Items]    
Debt instrument, basis spread on variable rate 1.65%  
Central Bancshares Capital Trust II    
Debt Instrument [Line Items]    
Debt instrument, face amount $ 7,217 $ 7,217
Debt instrument, book value $ 6,795 $ 6,783
Interest rate 4.24% 5.39%
Central Bancshares Capital Trust II | LIBOR    
Debt Instrument [Line Items]    
Debt instrument, basis spread on variable rate 3.50%  
Barron Investment Capital Trust I    
Debt Instrument [Line Items]    
Debt instrument, face amount $ 2,062 $ 2,062
Debt instrument, book value $ 1,741 $ 1,732
Interest rate 3.35% 4.08%
Barron Investment Capital Trust I | LIBOR    
Debt Instrument [Line Items]    
Debt instrument, basis spread on variable rate 2.15%  
MidWestOne Statutory Trust II    
Debt Instrument [Line Items]    
Debt instrument, face amount $ 15,464 $ 15,464
Debt instrument, book value $ 15,464 $ 15,464
Interest rate 2.33% 3.48%
MidWestOne Statutory Trust II | LIBOR    
Debt Instrument [Line Items]    
Debt instrument, basis spread on variable rate 1.59%