Author

M. Islam

2 papers indexed here

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Open access Oct 2026

LightDermNet: A Lightweight Attention-Augmented CNN for Reproducible Multi-Class Dermoscopic Skin Lesion Classification

Background: Automated dermoscopic skin lesion classification presents a persistent challenge in clinical artificial intelligence (AI): achieving reliable multi-class discrimination under severe class imbalance while remaining computationally viable for resource-constrained deployment. Existing approaches predominantly...

Rajalakshmi Nr, Anupam John, Sachi Shome et al. · Telehealth and Medicine Toda... · 0 citations

#artificial intelligence Preprint Aug 2026

Early Prediction of Pathological Complete Response to Neoadjuvant Chemotherapy Using Temporal Deep Learning on DWI

It is demonstrated that DW-MRI-based deep learning on tumor-centered patches constitutes a minimally invasive, clinically deployable strategy for early pCR prediction, with direct implications for personalized treatment adaptation in neoadjuvant breast cancer therapy.

Pablo García Marcos, M. Islam, Paula Puerta González et al. · 0 citations