Problems and shortcuts in deep learning for screening mammography

Trevor Tsue, Brent Mombourquette, Ahmed Taha +3

This work reveals undiscovered challenges in the performance and generalizability of deep learning models. We (1) identify spurious shortcuts and evaluation issues that can inflate…