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LOANS AND ALLOWANCE FOR LOAN LOSSES - Loan Summary (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Components of loans      
Proceeds of loans sold $ 22,024 $ 1,477,063 $ 1,611,889
Mortgage fee income 0 33,427 $ 41,045
Loan balance 1,871,447 1,454,801  
Deferred loan origination costs and (fees), net (1,609) (1,057)  
Loans receivable 1,869,838 1,453,744  
Servicing asset 347,500 422,000  
Purchased credit impaired loans      
Components of loans      
Loan balance 18,675 39,439  
Commercial and non-residential real estate      
Components of loans      
Loan balance 1,480,527 1,141,114  
Commercial and non-residential real estate | Purchased credit impaired loans      
Components of loans      
Loan balance 13,904 21,008  
Residential      
Components of loans      
Loan balance 306,140 240,264  
Residential | Purchased credit impaired loans      
Components of loans      
Loan balance 4,358 16,943  
Home equity      
Components of loans      
Loan balance 22,186 30,828  
Consumer      
Components of loans      
Loan balance 43,919 3,156  
Consumer | Purchased credit impaired loans      
Components of loans      
Loan balance $ 413 $ 1,488