Fairness of Classifiers Across Skin Tones in Dermatology
Newton Mwai Kinyanjui, Timothy Odonga, Celia Cintas, Noel Codella, Rameswar Panda, Prasanna Sattigeri, Kush R. Varshney
Topics & Concepts
Benchmark (surveying)Computer scienceSegmentationConsistency (knowledge bases)Skin cancerSkin lesionArtificial intelligenceRepresentation (politics)Measure (data warehouse)Pattern recognition (psychology)DermatologyData miningMedicineCartographyCancerPolitical scienceInternal medicineLawPoliticsGeographyCutaneous Melanoma Detection and ManagementSkin Protection and AgingAdvancements in Transdermal Drug Delivery