most citedThe Impact of Skin Tone Label Granularity on the Performance and Fairness of AI Based Dermatology Image Classification Models

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cs.CV2025★ 1 cited

The Impact of Skin Tone Label Granularity on the Performance and Fairness of AI Based Dermatology Image Classification Models

Partha Shah, Durva Sankhe, Maariyah Rashid +6

Artificial intelligence (AI) models to automatically classify skin lesions from dermatology images have shown promising performance but also susceptibility to bias by skin tone. Th…