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Multimodal models for skin cancer classification using clinical freetext and dermatoscopic images

Abstract Background Skin cancer is one of the most prevalent cancers globally, with early detection critical to ensure reduced mortality risk. To aid early detection, machine learning (ML) skin cancer detection models have been proposed, currently with a focus on dermatoscopic imaging only. However,...

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Автори: Matthew Watson, Thomas Winterbottom, Thomas Hudson, Benedict Jones, Hubert P. H. Shum, Amir Atapour-Abarghouei, Toby Breckon, James Harmsworth King, Noura Al Moubayed
Формат: Artigo
Мова:Inglês
Опубліковано: Nature Portfolio 2026-03-01
Серія:Communications Medicine
Онлайн доступ:https://doi.org/10.1038/s43856-026-01456-2
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