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Maroua Zalfani

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#explainable ai Open access Oct 2026

Reliability-Audited Explainable AI for Multi-Class Skin-Lesion 2 Triage Under Cross-Device Domain Shift

Background/Objectives: Reliable skin-lesion AI requires evaluation beyond the development distribution. This study assessed whether a source-developed multi-class system preserves discrimination and reliability when transferred to an unseen smartphone-acquired domain. Methods: A source-only multimodal four-class classi...

Hayder Makki Shakir, Naseer Al-Imareen, Muslem Al-Saidi et al. · 0 citations

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