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Segment Reporting - Segment Information (Additional Information) (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Segment Reporting Information [Line Items]      
Goodwill $ 137,823 $ 0  
Operating segments | Global Commercial Bank      
Segment Reporting Information [Line Items]      
Depreciation and amortization 20,400 $ 21,800 $ 25,300
Operating segments | SVB Leerink      
Segment Reporting Information [Line Items]      
Goodwill $ 137,800