Samar Monem

Beni-Suef University — Egypt

Computer Science · Physical Sciences

4h-index35citations8works4.52yr avg
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Research Topics

Computational Drug Discovery Methods(6), Machine Learning in Materials Science(3), Advanced Neural Network Applications(1), Protein Structure and Dynamics(1), Microbial Natural Products and Biosynthesis(1)

Publications8 total

AI-powered IC50 prediction for p53 inhibitors drug-target interaction via hybrid graph neural networks
Journal of Computer-Aided Molecular Design·2025Open Access
Multi-Classification of Drug–Drug interaction based on a complete graph convolutional neural network and explainable artificial intelligence
Journal of Bioinformatics and Computational Biology·2025
Drug toxicity prediction model based on enhanced graph neural network
Computers in Biology and Medicine·2024· 10 cited
A multi-task graph deep learning model to predict drugs combination of synergy and sensitivity scores
BMC Bioinformatics·2024· 12 citedOpen Access
A multi-view feature representation for predicting drugs combination synergy based on ensemble and multi-task attention models
Journal of Cheminformatics·2024· 5 citedOpen Access
Enhancing Synergistic Drug Combination Model Through Dimension Reduction in Cancer Cell Lines
Studies in systems, decision and control·2024
A multi-task learning model for predicting drugs combination synergy by analyzing drug–drug interactions and integrated multi-view graph data
Scientific Reports·2023· 8 citedOpen Access
Human Action Classification in Still Images via Human Skin Mask and Residual Neural Network
International Journal of Advanced Trends in Computer Science and Engineering·2020

Frequent Co-authors

Aboul Ella Hassanien(6), Alaa H. Abdel‐Hamid(4), Ashraf Darwish(1), Heba M. Afify(1), Walaa H. Elmasry(1), Nagy Ramadan(1), Aboul Ella Hassanein(1)