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From local textures to global attention: a hybrid feature fusion network for skin lesion classification

Abstract Accurate detection of skin cancer detection using RGB images remains a challenge due to multiple factors including variability in lesion appearance, difference in skin types, and the clinical interpretability of the models. To address these challenges, we present a unified feature-fusion fr...

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Bibliografische Detailangaben
Hauptverfasser: Yazeed Alkhrijah, Syed Nehal Hassan Shah, Syed Muhammad Usman, Shehzad Khalid, Syed Abdullah Shah, Sulieman S. Alshuhri, Jungpil Shin
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Portfolio 2026-04-01
Schriftenreihe:Scientific Reports
Online-Zugang:https://doi.org/10.1038/s41598-026-48260-5
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