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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Autores principales:	Nazish Yousaf, Javaria Amin, Wasi Haider Butt, Amad Zafar, Seonghan Kim
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	Nature Portfolio 2026-03-01
Colección:	Scientific Reports
Materias:	Skin lesion analysis, Skin lesion segmentation Skin cancer classification Vision Transformer CNN Deep learning
Acceso en línea:	https://doi.org/10.1038/s41598-026-43376-0
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