Explainable multimodal AI for skin lesion risk prediction via 3D imaging and clinical data

Abstract Accurate diagnosis of skin lesions remains challenging due to their morphological variability and the limitations of conventional diagnostic methods. In this study, we developed an explainable artificial intelligence (AI) framework that integrates three-dimensional total body photography (3...

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Detalhes bibliográficos

Principais autores:	Zheng Wang, Mengnan Tai, Hui Hu, Hao Yuan, Chong Wang, Hongyang Fu, Jianglin Zhang
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Nature Portfolio 2025-12-01
coleção:	Scientific Reports
Assuntos:	Skin lesion risk prediction 3D total body photography Multimodal fusion Explainable AI Deep learning
Acesso em linha:	https://doi.org/10.1038/s41598-025-33536-z
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