Yasser El-Manzalawy

Publication Activity (10 Years)

Years Active: 2008-2021
Publications (10 Years): 10

Top Topics

Unsupervised Classification

Machine Learning

Predicting Protein

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Yasser El-Manzalawy, Mostafa M. Abbas, Ian Hoaglund, Alvaro Ulloa Cerna, Thomas B. Morland, Christopher M. Haggerty, Eric S. Hall, Brandon K. Fornwalt
OASIS +: leveraging machine learning to improve the prognostic accuracy of OASIS severity score for predicting in-hospital mortality. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
John Matta, Daniel Dobrino, Swade Howard, Dacosta Yeboah, Jonathan Kopel, Yasser El-Manzalawy, Tayo Obafemi-Ajayi
A PheWAS Model of Autism Spectrum Disorder. EMBC (2021)
Soha Hassoun, Yasser El-Manzalawy, Georg Gerber, David Koslicki, Gail Rosen
Workshop on Microbiomics, Metagenomics, and Metabolomics. BCB (2019)
Tsung-Yu Hsieh, Yasser El-Manzalawy, Yiwei Sun, Vasant G. Honavar
Compositional Stochastic Average Gradient for Machine Learning and Related Applications. CoRR (2018)
Mostafa M. Abbas, Thanh Le, Halima Bensmail, Vasant G. Honavar, Yasser El-Manzalawy
Microbiomarkers Discovery in Inflammatory Bowel Diseases using Network-Based Feature Selection. BCB (2018)
Aria Khademi, Yasser El-Manzalawy, Orfeu M. Buxton, Vasant G. Honavar
Toward personalized sleep-wake prediction from actigraphy. BHI (2018)
Yasser El-Manzalawy
CCA based multi-view feature selection for multi-omics data integration. CIBCB (2018)
Tsung-Yu Hsieh, Yasser El-Manzalawy, Yiwei Sun, Vasant G. Honavar
Compositional Stochastic Average Gradient for Machine Learning and Related Applications. IDEAL (1) (2018)
Yasser El-Manzalawy, Orfeu M. Buxton, Vasant G. Honavar
Sleep/wake state prediction and sleep parameter estimation using unsupervised classification via clustering. BIBM (2017)
Mostafa M. Abbas, Yasser El-Manzalawy
Predictive and Comparative Network Analysis of the Gut Microbiota in Type 2 Diabetes. BCB (2017)
Rasna R. Walia, Cornelia Caragea, Benjamin A. Lewis, Fadi Towfic, Michael Terribilini, Yasser El-Manzalawy, Drena Dobbs, Vasant G. Honavar
Protein-RNA interface residue prediction using machine learning: an assessment of the state of the art. BMC Bioinform. 13 (2012)
Yasser El-Manzalawy, Drena Dobbs, Vasant G. Honavar
Predicting protective bacterial antigens using random forest classifiers. BCB (2012)
Rafael A. Jordan, Yasser El-Manzalawy, Drena Dobbs, Vasant G. Honavar
Predicting protein-protein interface residues using local surface structural similarity. BMC Bioinform. 13 (2012)
Li C. Xue, Rafael A. Jordan, Yasser El-Manzalawy, Drena Dobbs, Vasant G. Honavar
Ranking docked models of protein-protein complexes using predicted partner-specific protein-protein interfaces: a preliminary study. BCB (2011)
Li C. Xue, Rasna R. Walia, Yasser El-Manzalawy, Drena Dobbs, Vasant G. Honavar
Improving protein-RNA interface prediction by combining sequence homology based method with a naive Bayes classifier: preliminary results. BCB (2011)
Yasser El-Manzalawy, Drena Dobbs, Vasant G. Honavar
Predicting MHC-II Binding Affinity Using Multiple Instance Regression. IEEE ACM Trans. Comput. Biol. Bioinform. 8 (4) (2011)
Yasser El-Manzalawy, Vasant G. Honavar
A framework for developing epitope prediction tools. BCB (2010)
Yasser El-Manzalawy, Vasant G. Honavar
MICCLLR: Multiple-Instance Learning Using Class Conditional Log Likelihood Ratio. Discovery Science (2009)
Yasser El-Manzalawy, Drena Dobbs, Vasant G. Honavar
Predicting Protective Linear B-Cell Epitopes Using Evolutionary Information. BIBM (2008)