Samir E. AbdelRahman

30 papers Misc 6Journal 18Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	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. J. Biomed. Informatics 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
2022	J	`jnl`	The potential for leveraging machine learning to filter medication alerts. J. Am. Medical Informatics Assoc. 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
2020	J	`jnl`	Healthcare Cost Prediction: Leveraging Fine-grain Temporal Patterns. CoRR Mohammad Amin Morid, Olivia R. Liu Sheng, Kensaku Kawamoto, Travis Ault, Josette Dorius, Samir E. AbdelRahman
2020	J	`jnl`	Learning Hidden Patterns from Patient Multivariate Time Series Data Using Convolutional Neural Networks: A Case Study of Healthcare Cost Prediction. CoRR Mohammad Amin Morid, Olivia R. Liu Sheng, Kensaku Kawamoto, Samir E. AbdelRahman
2020	J	`jnl`	Learning hidden patterns from patient multivariate time series data using convolutional neural networks: A case study of healthcare cost prediction. J. Biomed. Informatics Mohammad Amin Morid, Olivia R. Liu Sheng, Kensaku Kawamoto, Samir E. AbdelRahman
2019	J	`jnl`	Automatic identification of recent high impact clinical articles in PubMed to support clinical decision making using time-agnostic features. J. Biomed. Informatics Jiantao Bian, Samir E. AbdelRahman, Jianlin Shi, Guilherme Del Fiol
2019	Misc	`conf`	Continuous Predictive Modelling for Sepsis, Organ Failure, and In-hospital Mortality in the Intensive Care Unit. AMIA Amber Kiser, Devin Horton, Karen Eilbeck, Samir E. AbdelRahman
2019	Misc	`conf`	Early Prediction for Multiple Adverse Outcomes in Acute and Chronic Back Pain Transitions. AMIA Samir E. AbdelRahman, Michael G. Newman, Christina A. Porucznik
2019	J	`jnl`	Healthcare cost prediction: Leveraging fine-grain temporal patterns. J. Biomed. Informatics Mohammad Amin Morid, Olivia R. Liu Sheng, Kensaku Kawamoto, Travis Ault, Josette Dorius, Samir E. AbdelRahman
2019	J	`jnl`	Moonstone: a novel natural language processing system for inferring social risk from clinical narratives. J. Biomed. Semant. Mike Conway, Salomeh Keyhani, Lee M. Christensen, Brett R. South, Marzieh Vali, Louise C. Walter, Danielle L. Mowery, Samir E. AbdelRahman, Wendy W. Chapman
2019	J	`jnl`	UESTS: An Unsupervised Ensemble Semantic Textual Similarity Method. IEEE Access Basma Hassan, Samir E. AbdelRahman, Reem Bahgat, Ibrahim Farag
2017	Misc	`conf`	Extraction of Patient Temporal Patterns and Clusters from Clinical Data. AMIA Samir E. AbdelRahman, Julio C. Facelli, Bruce E. Bray, Rashmee U. Shah, Guilherme Del Fiol
2017	J	`jnl`	F-tree: an algorithm for clustering transactional data using frequency tree. CoRR Mahmoud Mahdi, Samir E. AbdelRahman, Reem Bahgat, Ismail Ismail
2017	—	`conf`	FCICU at SemEval-2017 Task 1: Sense-Based Language Independent Semantic Textual Similarity Approach. SemEval@ACL Basma Hassan, Samir E. AbdelRahman, Reem Bahgat, Ibrahim Farag
2017	J	`jnl`	Leveraging Patient Similarity and Time Series Data in Healthcare Predictive Models. CoRR Mohammad Amin Morid, Olivia R. Liu Sheng, Samir E. AbdelRahman
2017	—	`conf`	Leveraging Time Series Data in Similarity Based Healthcare Predictive Models: The Case of Early ICU Mortality Prediction. AMCIS Mohammad Amin Morid, Olivia R. Liu Sheng, Samir E. AbdelRahman
2017	J	`jnl`	PPMF: A Patient-based Predictive Modeling Framework for Early ICU Mortality Prediction. CoRR Mohammad Amin Morid, Olivia R. Liu Sheng, Samir E. AbdelRahman
2017	J	`jnl`	PREFCA: A portal retrieval engine based on formal concept analysis. Inf. Process. Manag. Eman Negm, Samir E. AbdelRahman, Reem Bahgat
2017	Misc	`conf`	Supervised Learning Methods for Predicting Healthcare Costs: Systematic Literature Review and Empirical Evaluation. AMIA Mohammad Amin Morid, Kensaku Kawamoto, Travis Ault, Josette Dorius, Samir E. AbdelRahman
2016	—	`conf`	Frequency Tree clustering for ICU mortality analytics using graph databases. BIBM Samir E. AbdelRahman, Bruce E. Bray
2015	—	`conf`	BluLab: Temporal Information Extraction for the 2015 Clinical TempEval Challenge. SemEval@NAACL-HLT Sumithra Velupillai, Danielle L. Mowery, Samir E. AbdelRahman, Lee M. Christensen, Wendy W. Chapman
2015	Misc	`conf`	Design, Development, and Initial Application of a Systematic, Semi-Automated Predictive Analytics Framework for Health Care. AMIA Samir E. AbdelRahman, Kensaku Kawamoto
2015	—	`conf`	FCICU: The Integration between Sense-Based Kernel and Surface-Based Methods to Measure Semantic Textual Similarity. SemEval@NAACL-HLT Basma Hassan, Samir E. AbdelRahman, Reem Bahgat
2015	Misc	`conf`	Towards a Generalizable Time Expression Model for Temporal Reasoning in Clinical Notes. AMIA Sumithra Velupillai, Danielle L. Mowery, Samir E. AbdelRahman, Lee M. Christensen, Wendy W. Chapman
2014	J	`jnl`	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. Samir E. AbdelRahman, Mingyuan Zhang, Bruce E. Bray, Kensaku Kawamoto
2012	J	`jnl`	A Machine Learning Approach For Opinion Holder Extraction In Arabic Language CoRR Mohammed Elarnaoty, Samir E. AbdelRahman, Aly A. Fahmy
2011	J	`jnl`	Order Statistics Bayesian-Mining Agent Modelling for Automated Negotiation. Informatica (Slovenia) Samir E. AbdelRahman, Reem Bahgat, George M. Farag
2010	J	`jnl`	A New Email Retrieval Ranking Approach CoRR Samir E. AbdelRahman, Basma Hassan, Reem Bahgat
2010	J	`jnl`	A New Email Retrieval Ranking Approach CoRR Samir E. AbdelRahman, Basma Hassan, Reem Bahgat
1999	—	`conf`	Combining Constraint Logic Programming Techniques for Solving Linear Problems. New Trends in Constraints Reem Bahgat, Samir E. AbdelRahman