An advanced skin lesion segmentation and classification framework using deep learning strategies

Abstract Skin cancer is a deadly kind of cancer that grows rapidly and produces life-threatening issues within six weeks from the initial stage. Accurate analysis is needed for observing both the malignant and benign skin lesions that are more complicated to ensure the essential treatment for the in...

ver descrição completa

Detalhes bibliográficos

Principais autores:	J. Deepa, P. Madhavan
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Nature Portfolio 2025-09-01
Colecção:	Scientific Reports
Assuntos:	Skin lesion segmentation and classification Improved random parameter-based galactic swarm optimization Dilated densenet with multi-head attention mechanism Adaptive layer-based visual transformer with UNet
Acesso em linha:	https://doi.org/10.1038/s41598-025-08255-0
Tags:	Adicionar Tag Sem tags, seja o primeiro a adicionar uma tag!