Combining Constraint Logic Programming Techniques for Solving Linear Problems. - Reem Bahgat; Samir E. AbdelRahman (New Trends in Constraints, 1999)

A New Email Retrieval Ranking Approach - Samir E. AbdelRahman; Basma Hassan; Reem Bahgat (CoRR, 2010)

Order Statistics Bayesian-Mining Agent Modelling for Automated Negotiation. - Samir E. AbdelRahman; Reem Bahgat; George M. Farag (Informatica (Slovenia), 2011)

A Machine Learning Approach For Opinion Holder Extraction In Arabic Language - Mohammed Elarnaoty; Samir E. AbdelRahman; Aly A. Fahmy (CoRR, 2012)

A three-step approach for the derivation and validation of high-performing predictive models using an operational dataset: congestive heart failure readmission case study. - Samir E. AbdelRahman; Mingyuan Zhang; Bruce E. Bray; Kensaku Kawamoto (BMC Medical Informatics Decis. Mak., 2014)

Design, Development, and Initial Application of a Systematic, Semi-Automated Predictive Analytics Framework for Health Care. - Samir E. AbdelRahman; Kensaku Kawamoto (AMIA, 2015)

Towards a Generalizable Time Expression Model for Temporal Reasoning in Clinical Notes. - Sumithra Velupillai; Danielle L. Mowery; Samir E. AbdelRahman; Lee M. Christensen; Wendy W. Chapman (AMIA, 2015)

FCICU: The Integration between Sense-Based Kernel and Surface-Based Methods to Measure Semantic Textual Similarity. - Basma Hassan; Samir E. AbdelRahman; Reem Bahgat (SemEval@NAACL-HLT, 2015)

BluLab: Temporal Information Extraction for the 2015 Clinical TempEval Challenge. - Sumithra Velupillai; Danielle L. Mowery; Samir E. AbdelRahman; Lee M. Christensen; Wendy W. Chapman (SemEval@NAACL-HLT, 2015)

Frequency Tree clustering for ICU mortality analytics using graph databases. - Samir E. AbdelRahman; Bruce E. Bray (BIBM, 2016)

Leveraging Time Series Data in Similarity Based Healthcare Predictive Models: The Case of Early ICU Mortality Prediction. - Mohammad Amin Morid; Olivia R. Liu Sheng; Samir E. AbdelRahman (AMCIS, 2017)

Extraction of Patient Temporal Patterns and Clusters from Clinical Data. - Samir E. AbdelRahman; Julio C. Facelli; Bruce E. Bray; Rashmee U. Shah; Guilherme Del Fiol (AMIA, 2017)

Supervised Learning Methods for Predicting Healthcare Costs: Systematic Literature Review and Empirical Evaluation. - Mohammad Amin Morid; Kensaku Kawamoto; Travis Ault; Josette Dorius; Samir E. AbdelRahman (AMIA, 2017)

FCICU at SemEval-2017 Task 1: Sense-Based Language Independent Semantic Textual Similarity Approach. - Basma Hassan; Samir E. AbdelRahman; Reem Bahgat; Ibrahim Farag (SemEval@ACL, 2017)

F-tree: an algorithm for clustering transactional data using frequency tree. - Mahmoud Mahdi; Samir E. AbdelRahman; Reem Bahgat; Ismail Ismail (CoRR, 2017)

Leveraging Patient Similarity and Time Series Data in Healthcare Predictive Models. - Mohammad Amin Morid; Olivia R. Liu Sheng; Samir E. AbdelRahman (CoRR, 2017)

PPMF: A Patient-based Predictive Modeling Framework for Early ICU Mortality Prediction. - Mohammad Amin Morid; Olivia R. Liu Sheng; Samir E. AbdelRahman (CoRR, 2017)

PREFCA: A portal retrieval engine based on formal concept analysis. - Eman Negm; Samir E. AbdelRahman; Reem Bahgat (Inf. Process. Manag., 2017)

Early Prediction for Multiple Adverse Outcomes in Acute and Chronic Back Pain Transitions. - Samir E. Abdelrahman; Michael G. Newman; Christina A. Porucznik (AMIA, 2019)

Continuous Predictive Modelling for Sepsis, Organ Failure, and In-hospital Mortality in the Intensive Care Unit. - Amber Kiser; Devin Horton; Karen Eilbeck; Samir E. AbdelRahman (AMIA, 2019)

UESTS: An Unsupervised Ensemble Semantic Textual Similarity Method. - Basma Hassan; Samir E. AbdelRahman; Reem Bahgat; Ibrahim Farag (IEEE Access, 2019)

Moonstone: a novel natural language processing system for inferring social risk from clinical narratives. - Mike Conway; Salomeh Keyhani; Lee M. Christensen; Brett R. South; Marzieh Vali; Louise C. Walter; Danielle L. Mowery; Samir E. AbdelRahman; Wendy W. Chapman (J. Biomed. Semant., 2019)

Automatic identification of recent high impact clinical articles in PubMed to support clinical decision making using time-agnostic features. - Jiantao Bian; Samir E. AbdelRahman; Jianlin Shi; Guilherme Del Fiol (J. Biomed. Informatics, 2019)

Healthcare cost prediction: Leveraging fine-grain temporal patterns. - Mohammad Amin Morid; Olivia R. Liu Sheng; Kensaku Kawamoto; Travis Ault; Josette Dorius; Samir E. AbdelRahman (J. Biomed. Informatics, 2019)

Learning hidden patterns from patient multivariate time series data using convolutional neural networks: A case study of healthcare cost prediction. - Mohammad Amin Morid; Olivia R. Liu Sheng; Kensaku Kawamoto; Samir E. Abdelrahman (J. Biomed. Informatics, 2020)

The potential for leveraging machine learning to filter medication alerts. - Siru Liu; Kensaku Kawamoto; Guilherme Del Fiol; Charlene R. Weir; Daniel C. Malone; Thomas J. Reese; Keaton L. Morgan; David El Halta; Samir E. AbdelRahman (J. Am. Medical Informatics Assoc., 2022)

Conceptual framework for prediction models of patient deterioration based on nursing documentation patterns: reproducibility and generalizability with a large number of hospitals across the United States. - Yik-Ki Jacob Wan; Samir E. Abdelrahman; Julio C. Facelli; Karl Madaras-Kelly; Kensaku Kawamoto; Deniz Dishman; S. Trent Rosenbloom; Kenrick Cato; Sarah Collins Rossetti; Guilherme Del Fiol (J. Biomed. Informatics, 2025)