XAAI-ledger: An explainable CNN-transformer-based multi-modal deep learning framework for early detection of melanoma and non-melanoma skin cancers using dermoscopic and clinical data

Ikram Ul Haq, Humayra Atia Joarder, Abdullah Ayub Khan, Xuyang Shi, Jamil Abedalrahim Jamil Alsayaydeh, Mohd Faizal Bin Yusof, Masrullizam Mat Ibrahim, Hannoud Almoghrabi, Ahmad Ali AlZubi. XAAI-ledger: An explainable CNN-transformer-based multi-modal deep learning framework for early detection of melanoma and non-melanoma skin cancers using dermoscopic and clinical data. Biomed. Signal Proc. and Control, 123:110410, 2026. [doi]

Authors

Ikram Ul Haq

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Humayra Atia Joarder

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Abdullah Ayub Khan

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Xuyang Shi

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Jamil Abedalrahim Jamil Alsayaydeh

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Mohd Faizal Bin Yusof

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Masrullizam Mat Ibrahim

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Hannoud Almoghrabi

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Ahmad Ali AlZubi

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