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...

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書誌詳細

主要な著者:	J. Deepa, P. Madhavan
フォーマット:	Artigo
言語:	Inglês
出版事項:	Nature Portfolio 2025-09-01
シリーズ:	Scientific Reports
主題:	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
オンライン･アクセス:	https://doi.org/10.1038/s41598-025-08255-0
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