Advanced hybrid transformer CNN framework for improved skin lesion classification and segmentation

Abstract As reported by the World Health Organization (WHO), Skin Cancer (SC) is a growing medical concern with millions of cases diagnosed each year. Deep Learning methods show promising results in early detection and classification of SC, but still face challenges in accurate detection due to non-...

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Autors principals:	Nazish Yousaf, Javaria Amin, Wasi Haider Butt, Amad Zafar, Seonghan Kim
Format:	Artigo
Idioma:	Inglês
Publicat:	Nature Portfolio 2026-03-01
Col·lecció:	Scientific Reports
Matèries:	Skin lesion analysis, Skin lesion segmentation Skin cancer classification Vision Transformer CNN Deep learning
Accés en línia:	https://doi.org/10.1038/s41598-026-43376-0
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