Author

Rofiqul Islam

Graduate Teaching & Research Assistant, Department of Computer Science at Wilfrid Laurier University

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Preprint Aug 2026

Uncertainty-Aware and Explainable Ensemble Deep Learning Framework for Multi-Class Skin Lesion Classification

Skin cancer diagnosis from dermoscopic images remains challenging due to high intra-class variability, inter-class similarity, class imbalance, and the limited interpretability of deep learning models. This paper proposes an uncertainty-aware and explainable deep learning framework for multi-class skin lesion classific...

Rofiqul Islam, Lilatul Ferdouse · 0 citations