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Optimizing vitiligo diagnosis with ResNet and Swin transformer deep learning models: a study on performance and interpretability

Abstract Vitiligo is a hypopigmented skin disease characterized by the loss of melanin. The progressive nature and widespread incidence of vitiligo necessitate timely and accurate detection. Usually, a single diagnostic test often falls short of providing definitive confirmation of the condition, ne...

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Autors principals: Fan Zhong, Kaiqiao He, Mengqi Ji, Jianru Chen, Tianwen Gao, Shuli Li, Junpeng Zhang, Chunying Li
Format: Artigo
Idioma:Inglês
Publicat: Nature Portfolio 2024-04-01
Col·lecció:Scientific Reports
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Accés en línia:https://doi.org/10.1038/s41598-024-59436-2
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