Comparative analysis of four pixel-attribution and three concept-based explainability methods on skin lesion classifiers shows they expose biases but lack sufficient comprehensiveness for transparency.
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Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers
Comparative analysis of four pixel-attribution and three concept-based explainability methods on skin lesion classifiers shows they expose biases but lack sufficient comprehensiveness for transparency.