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Category: Model Fairness

ISIC Archive Skin Lesion Dataset

Skin Lesion ClassificationModel Fairness

The ISIC Archive skin‑lesion dataset was jointly created by Forthcoming University of Applied Sciences and Eindhoven University of Technology, containing 71,035 skin‑lesion images. It is used to study model gender bias and fairness. The dataset was constructed using linear programming to balance gender, age, and lesion type, aiming to mitigate gender bias in medical image diagnosis. Primary applications are skin‑lesion classification and fairness research.

Source arXivUpdated Jul 24, 2024432 viewsLinked
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