Explainable deep learning approaches for high precision early melanoma detection using dermoscopic images

Abstract Detecting skin melanoma in the early stage using dermoscopic images presents a complex challenge due to the inherent variability in images. Utilizing dermatology datasets, the study aimed to develop Automated Diagnostic Systems for early skin cancer detection. Existing methods often struggl...

Täydet tiedot

Bibliografiset tiedot

Päätekijät:	Md Abdullah All Mahmud, Sadia Afrin, M. F. Mridha, Sultan Alfarhood, Dunren Che, Mejdl Safran
Aineistotyyppi:	Artigo
Kieli:	Inglês
Julkaistu:	Nature Portfolio 2025-07-01
Sarja:	Scientific Reports
Aiheet:	Dermoscopic images Deep learning Early-stage melanoma detection Explainable AI Swish activation
Linkit:	https://doi.org/10.1038/s41598-025-09938-4
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