Colorimeter-Supervised Skin Tone Estimation from Dermatoscopic Images for Fairness Auditing

Marin Benčević, Krešimir Romić, Ivana Hartmann Tolić +1

Neural-network-based diagnosis from dermatoscopic images is increasingly used for clinical decision support, yet studies report performance disparities across skin tones. Fairness…