Automatic dataset shift identification to support safe deployment of medical imaging AI

Mélanie Roschewitz, Raghav Mehta, Charles Jones +1

Shifts in data distribution can substantially harm the performance of clinical AI models and lead to misdiagnosis. Hence, various methods have been developed to detect the presence…