| A machine learning approach for opinion holder extraction in Arabic language M Elarnaoty, S AbdelRahman, A Fahmy arXiv preprint arXiv:1206.1011, 2012 | 126 | 2012 |
| Integrated machine learning techniques for Arabic named entity recognition S AbdelRahman, M Elarnaoty, M Magdy, A Fahmy IJCSI 7 (4), 27-36, 2010 | 117 | 2010 |
| Supervised learning methods for predicting healthcare costs: systematic literature review and empirical evaluation M Morid, K Kawamoto, T Ault, J Dorius, S Abdelrahman AMIA 2017, 2017 | 108 | 2017 |
| Broad-coverage parsing using human-like memory constraints W Schuler, S AbdelRahman, T Miller, L Schwartz Computational Linguistics 36 (1), 1-30, 2010 | 79 | 2010 |
| Moonstone: a novel natural language processing system for inferring social risk from clinical narratives M Conway, S Keyhani, L Christensen, BR South, M Vali, LC Walter, ... Journal of biomedical semantics 10, 1-10, 2019 | 66 | 2019 |
| Learning Hidden Patterns from Patient Multivariate Time Series Data Using Convolutional Neural Networks: A Case Study of Healthcare Cost Prediction MA Morid, ORL Sheng, K Kawamoto, S Abdelrahman Journal of Biomedical Informatics 111, 103565, 2020 | 42 | 2020 |
| Healthcare cost prediction: Leveraging fine-grain temporal patterns MA Morid, ORL Sheng, K Kawamoto, T Ault, J Dorius, S Abdelrahman Journal of biomedical informatics 91, 103113, 2019 | 37 | 2019 |
| BluLab: Temporal Information Extraction for the 2015 Clinical TempEval Challenge S Velupillai, DL Mowery, S Abdelrahman, L Christensen, WW Chapman | 37 | 2015 |
| UESTS: An Unsupervised Ensemble Semantic Textual Similarity Method B Hassan, SE AbdelRahman, R Bahgat, I Farag IEEE Access 7 (1), 85462-85482, 2019 | 35 | 2019 |
| A three-step approach for the derivation and validation of high-performing predictive models using an operational dataset: congestive heart failure readmission case study SE AbdelRahman, M Zhang, BE Bray, K Kawamoto BMC medical informatics and decision making 41 (14.1), 2014 | 24 | 2014 |
| PREFCA: A portal retrieval engine based on formal concept analysis E Negm, S AbdelRahman, R Bahgat Information Processing & Management 53 (1), 203-222, 2016 | 22 | 2016 |
| Temporal Pattern Detection to Predict Adverse Events in Critical Care: Case Study With Acute Kidney Injury MA Morid, ORL Sheng, F Del, JC Facelli, BE Bray, SE Abdelrahman JMIR Med Inform 8 (3), 2020 | 20 | 2020 |
| Nonhypothesis-driven research: data mining and knowledge discovery MR Cummins, SK Nachimuthu, SE Abdelrahman, JC Facelli, ... Clinical research informatics, 413-432, 2023 | 19* | 2023 |
| The potential for leveraging machine learning to filter medication alerts S Liu, K Kawamoto, G Del Fiol, C Weir, DC Malone, TJ Reese, K Morgan, ... Journal of the American Medical Informatics Association, 2022 | 19 | 2022 |
| Using Supervised Machine Learning Classifiers to Estimate Likelihood of Participating in Clinical Trials of a De-identified Version of ResearchMatch J Vazquez, S Abdelrahman, LM Byrne, M Russell, P Harris, JC Facelli Journal of Clinical and Translational Science, 1-26, 2020 | 19 | 2020 |
| A multiple-domain ontology builder S Salem, S AbdelRahman Proceedings of the 23rd International Conference on Computational …, 2010 | 19 | 2010 |
| Toward a psycholinguistically-motivated model of language processing W Schuler, S AbdelRahman, T Miller, L Schwartz Proceedings of the 22nd International Conference on Computational …, 2008 | 15 | 2008 |
| Automatic identification of recent high impact clinical articles in PubMed to support clinical decision making using time-agnostic features J Bian, S Abdelrahman, J Shi, G Del Fiol Journal of biomedical informatics 89, 1-10, 2019 | 14 | 2019 |
| Applying semantic-based probabilistic context-free grammar to medical language processing–A preliminary study on parsing medication sentences H Xu, S AbdelRahman, Y Lu, JC Denny, S Doan Journal of biomedical informatics 44 (6), 1068-1075, 2011 | 14 | 2011 |
| An initial study of full parsing of clinical text using the Stanford Parser H Xu, S AbdelRahman, M Jiang, J Fan, Y Huang 2011 IEEE International Conference on Bioinformatics and Biomedicine …, 2011 | 12 | 2011 |
