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Other Borrowings - Summary of Short-term Credit Lines Available for Use (Details) - USD ($)
$ in Thousands
Sep. 30, 2018
Dec. 31, 2017
Federal Reserve Bank of Chicago Discount Window Line    
Debt Instrument [Line Items]    
Short-term credit lines available for use $ 310,345 $ 144,248
Available Federal Funds Line    
Debt Instrument [Line Items]    
Short-term credit lines available for use $ 55,000 $ 55,000