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Mohamed S. Attia

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Validating and Correcting Graph Neural Network Attention for Drug-Induced Liver Injury Prediction

Attention-based graph neural networks (GNNs) are increasingly used for drug-induced liver injury (DILI) and other toxicity prediction tasks on the claimed strength of built-in interpretability, but this claim is almost always supported by a handful of hand-selected examples rather than being tested systematically. Us...

Youssef M. Hassan, Hala El-Tantawi, Ibrahim Rabie Ali et al. · 0 citations
Sep 2026

Development of a europium-thiosemicarbazide-based nano-optical biosensor for early detection of HE4 in ovarian cancer.

Early diagnosis of ovarian cancer remains a major clinical challenge. Human epididymis protein 4 (HE4) has emerged as a promising biomarker for early OC detection. To address limitations of existing HE4 quantification methods, we developed a nano-optical biosensor based on a luminescent europium-thiosemicarbazide (Eu-T...

Ahmed Wanas, Ameera S. Alshinnawy, Moshira M. Abdel Waled et al. · 0 citations
Review Sep 2026

Translational optical and electrochemical biosensing strategies for liquid biopsy in triple-negative breast Cancer: advances, challenges, and clinical implementation.

This review systematically correlates TNBC biomarkers with optimal sensing technologies, emphasizing how biomolecular properties affect sensor selection and performance and emphasizes future integration of biosensors with CTC-derived organoids, microfluidics, AI, and multiplexed detection to enable portable, clinically...

Karim G. Mohammed, M. Abdelgawad, Mohamed S. Attia · 0 citations

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