Explainability agreement between dermatologists and five visual explanations techniques in deep neural networks for melanoma AI classification

INTRODUCTION: The use of deep convolutional neural networks for analyzing skin lesion images has shown promising results. The identification of skin cancer by faster and less expensive means can lead to an early diagnosis, saving lives and avoiding treatment costs. However, to implement this technol...

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Detalles Bibliográficos
Autores principales: Giavina-Bianchi, Mara, Vitor, William Gois, Fornasiero de Paiva, Victor, Okita, Aline Lissa, Sousa, Raquel Machado, Machado, Birajara
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Medicine
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10513767/
https://www.ncbi.nlm.nih.gov/pubmed/37746081
http://dx.doi.org/10.3389/fmed.2023.1241484

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10513767/
https://www.ncbi.nlm.nih.gov/pubmed/37746081
http://dx.doi.org/10.3389/fmed.2023.1241484

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