Samir E. AbdelRahman

Publication Activity (10 Years)

Years Active: 1999-2022
Publications (10 Years): 15

Top Topics

Automatic Identification

Temporal Patterns

Top Venues

SemEval@NAACL-HLT

J. Biomed. Informatics

Publications

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
The potential for leveraging machine learning to filter medication alerts. J. Am. Medical Informatics Assoc. 29 (5) (2022)
Basma Hassan, Samir E. AbdelRahman, Reem Bahgat, Ibrahim Farag
UESTS: An Unsupervised Ensemble Semantic Textual Similarity Method. IEEE Access 7 (2019)
Mohammad Amin Morid, Olivia R. Liu Sheng, Kensaku Kawamoto, Travis Ault, Josette Dorius, Samir E. AbdelRahman
Healthcare cost prediction: Leveraging fine-grain temporal patterns. J. Biomed. Informatics 91 (2019)
Jiantao Bian, Samir E. AbdelRahman, Jianlin Shi, Guilherme Del Fiol
Automatic identification of recent high impact clinical articles in PubMed to support clinical decision making using time-agnostic features. J. Biomed. Informatics 89 (2019)
Amber Kiser, Devin Horton, Karen Eilbeck, Samir E. AbdelRahman
Continuous Predictive Modelling for Sepsis, Organ Failure, and In-hospital Mortality in the Intensive Care Unit. AMIA (2019)
Mike Conway, Salomeh Keyhani, Lee M. Christensen, Brett R. South, Marzieh Vali, Louise C. Walter, Danielle L. Mowery, Samir E. AbdelRahman, Wendy W. Chapman
Moonstone: a novel natural language processing system for inferring social risk from clinical narratives. J. Biomed. Semant. 10 (1) (2019)
Samir E. AbdelRahman, Julio C. Facelli, Bruce E. Bray, Rashmee U. Shah, Guilherme Del Fiol
Extraction of Patient Temporal Patterns and Clusters from Clinical Data. AMIA (2017)
Mohammad Amin Morid, Olivia R. Liu Sheng, Samir E. AbdelRahman
Leveraging Time Series Data in Similarity Based Healthcare Predictive Models: The Case of Early ICU Mortality Prediction. AMCIS (2017)
Mahmoud Mahdi, Samir E. AbdelRahman, Reem Bahgat, Ismail Ismail
F-tree: an algorithm for clustering transactional data using frequency tree. CoRR (2017)
Mohammad Amin Morid, Olivia R. Liu Sheng, Samir E. AbdelRahman
PPMF: A Patient-based Predictive Modeling Framework for Early ICU Mortality Prediction. CoRR (2017)
Mohammad Amin Morid, Kensaku Kawamoto, Travis Ault, Josette Dorius, Samir E. AbdelRahman
Supervised Learning Methods for Predicting Healthcare Costs: Systematic Literature Review and Empirical Evaluation. AMIA (2017)
Basma Hassan, Samir E. AbdelRahman, Reem Bahgat, Ibrahim Farag
FCICU at SemEval-2017 Task 1: Sense-Based Language Independent Semantic Textual Similarity Approach. SemEval@ACL (2017)
Eman Negm, Samir E. AbdelRahman, Reem Bahgat
PREFCA: A portal retrieval engine based on formal concept analysis. Inf. Process. Manag. 53 (1) (2017)
Mohammad Amin Morid, Olivia R. Liu Sheng, Samir E. AbdelRahman
Leveraging Patient Similarity and Time Series Data in Healthcare Predictive Models. CoRR (2017)
Samir E. AbdelRahman, Bruce E. Bray
Frequency Tree clustering for ICU mortality analytics using graph databases. BIBM (2016)
Sumithra Velupillai, Danielle L. Mowery, Samir E. AbdelRahman, Lee M. Christensen, Wendy W. Chapman
Towards a Generalizable Time Expression Model for Temporal Reasoning in Clinical Notes. AMIA (2015)
Samir E. AbdelRahman, Kensaku Kawamoto
Design, Development, and Initial Application of a Systematic, Semi-Automated Predictive Analytics Framework for Health Care. AMIA (2015)
Basma Hassan, Samir E. AbdelRahman, Reem Bahgat
FCICU: The Integration between Sense-Based Kernel and Surface-Based Methods to Measure Semantic Textual Similarity. SemEval@NAACL-HLT (2015)
Sumithra Velupillai, Danielle L. Mowery, Samir E. AbdelRahman, Lee M. Christensen, Wendy W. Chapman
BluLab: Temporal Information Extraction for the 2015 Clinical TempEval Challenge. SemEval@NAACL-HLT (2015)
Samir E. AbdelRahman, Mingyuan Zhang, Bruce E. Bray, Kensaku Kawamoto
A three-step approach for the derivation and validation of high-performing predictive models using an operational dataset: congestive heart failure readmission case study. BMC Medical Informatics Decis. Mak. 14 (2014)
Mohamed Elarnaoty, Samir E. AbdelRahman, Aly A. Fahmy
A Machine Learning Approach For Opinion Holder Extraction In Arabic Language CoRR (2012)
Samir E. AbdelRahman, Reem Bahgat, George M. Farag
Order Statistics Bayesian-Mining Agent Modelling for Automated Negotiation. Informatica (Slovenia) 35 (1) (2011)
Samir E. AbdelRahman, Basma Hassan, Reem Bahgat
A New Email Retrieval Ranking Approach CoRR (2010)
Samir E. AbdelRahman, Basma Hassan, Reem Bahgat
A New Email Retrieval Ranking Approach CoRR (2010)
Reem Bahgat, Samir E. AbdelRahman
Combining Constraint Logic Programming Techniques for Solving Linear Problems. New Trends in Constraints (1999)