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A dual-stream deep learning framework for skin cancer classification using histopathological-inherited and vision-based feature extraction

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Skin cancer, particularly melanoma, remains one of the most life-threatening forms of cancer worldwide, with early detection being critical for improving patient outcomes. Traditional diagnostic methods, such as dermoscopy and histopathology, are often limited... ...