A multi-task graph deep learning model to predict drugs combination of synergy and sensitivity scores. - Samar Monem; Aboul Ella Hassanien; Alaa H. Abdel-Hamid (BMC Bioinform., 2024)

A multi-view feature representation for predicting drugs combination synergy based on ensemble and multi-task attention models. - Samar Monem; Aboul Ella Hassanien; Alaa H. Abdel-Hamid (J. Cheminformatics, 2024)

Drug toxicity prediction model based on enhanced graph neural network. - Samar Monem; Alaa H. Abdel-Hamid; Aboul Ella Hassanien (Comput. Biol. Medicine, 2025)