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cs.CV2024
Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers
Rosa Y. G. Paccotacya-Yanque, Alceu Bissoto, Sandra Avila
Deep Learning has shown outstanding results in computer vision tasks; healthcare is no exception. However, there is no straightforward way to expose the decision-making process of…
cs.CV2024
Assessing the Generalizability of Deep Neural Networks-Based Models for Black Skin Lesions
Luana Barros, Levy Chaves, Sandra Avila
Melanoma is the most severe type of skin cancer due to its ability to cause metastasis. It is more common in black people, often affecting acral regions: palms, soles, and nails. D…