FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning

Siyi Du, Ben Hers, Nourhan Bayasi +2

Deep learning models have achieved great success in automating skin lesion diagnosis. However, the ethnic disparity in these models' predictions, where lesions on darker skin types…