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Author

Isuru Munasinghe

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Preprint Aug 2026

Multimodal Skin Lesion Classification with Swin Transformer and Clinical Metadata Fusion

Skin lesion classification plays an important role in supporting the early diagnosis of skin cancer. However, automated analysis remains challenging due to class imbalance, inter-class similarity, and intra-class variability in dermoscopic images. This paper proposes a multimodal classification framework that combines...

Nethmi Pathirana, Isuru Munasinghe, Dileeka Alwis · 0 citations

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