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Exemplars and Counterexemplars Explanations for Skin Lesion Classifiers
Carlo Metta, Riccardo Guidotti, Yuan Yin, Patrick Gallinari, Salvatore Rinzivillo
258 - 260
10.3233/FAIA220209
Research Article
Frontiers in Artificial Intelligence and Applications
Volume 354: HHAI2022: Augmenting Human Intellect
Abstract

Explainable AI consists in developing models allowing interaction between decision systems and humans by making the decisions understandable. We propose a case study for skin lesion diagnosis showing how it is possible to provide explanations of the decisions of deep neural network trained to label skin lesions.

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