PatchAlign:Fair and Accurate Skin Disease Image Classification by Alignment with Clinical Labels

Aayushman, Hemanth Gaddey, Vidhi Mittal +2

Deep learning models have achieved great success in automating skin lesion diagnosis. However, the ethnic disparity in these models' predictions needs to be addressed before deploy…