Hossam M. Ashtawy

Task-Specific Scoring Functions for Predicting Ligand Binding Poses and Affinity and for Screening Enrichment

Hossam M. Ashtawy, Nihar R. Mahapatra · Journal of Chemical Information and Modeling · 2017 · 89 citations

Pharmacy, Bioinformatics, Medicinal Chemistry +17

A Comparative Assessment of Predictive Accuracies of Conventional and Machine Learning Scoring Functions for Protein-Ligand Binding Affinity Prediction

Hossam M. Ashtawy, Nihar R. Mahapatra · IEEE/ACM Transactions on Computational Biology and Bioinformatics · 2014 · 82 citations

Pharmacy, Bioinformatics, Chemical Biology +17

BgN-Score and BsN-Score: Bagging and boosting based ensemble neural networks scoring functions for accurate binding affinity prediction of protein-ligand complexes

Hossam M. Ashtawy, Nihar R. Mahapatra · BMC Bioinformatics · 2015 · 66 citations · Full text

Life Sciences, Bioinformatics, Chemical Biology +17

Machine-learning scoring functions for identifying native poses of ligands docked to known and novel proteins

Hossam M. Ashtawy, Nihar R. Mahapatra · BMC Bioinformatics · 2015 · 60 citations · Full text

Pharmacy, Bioinformatics, Medicinal Chemistry +17

A Comparative Assessment of Ranking Accuracies of Conventional and Machine-Learning-Based Scoring Functions for Protein-Ligand Binding Affinity Prediction

Hossam M. Ashtawy, Nihar R. Mahapatra · IEEE/ACM Transactions on Computational Biology and Bioinformatics · 2012 · 54 citations

Pharmacy, Bioinformatics, Chemical Biology +17