Disease Burden over Skin Tone: Decomposing the Dermatology-AI Generalization Gap

Nirajan Kunwor, Sanjaya Poudel, Quoc-Huy Trinh +2

Dermatology artificial intelligence (AI) models are predominantly trained on light-skinned, cancer-focused image collections, yet they are increasingly proposed for deployment in r…