Samir E. AbdelRahman

According to our database, Samir E. AbdelRahman authored at least 26 papers between 1999 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

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

2020

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

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

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

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

UESTS: An Unsupervised Ensemble Semantic Textual Similarity Method.

Basma Hassan, Samir E. AbdelRahman, Reem Bahgat, Ibrahim Farag

IEEE Access, 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

Proceedings of the AMIA 2019, 2019

Early Prediction for Multiple Adverse Outcomes in Acute and Chronic Back Pain Transitions.

Samir E. Abdelrahman, Michael G. Newman, Christina A. Porucznik

Proceedings of the AMIA 2019, 2019

2017

PREFCA: A portal retrieval engine based on formal concept analysis.

Eman Negm, Samir E. AbdelRahman, Reem Bahgat

Inf. Process. Manag., 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

Leveraging Patient Similarity and Time Series Data in Healthcare Predictive Models.

Mohammad Amin Morid, Olivia R. Liu Sheng, Samir E. AbdelRahman

CoRR, 2017

F-tree: an algorithm for clustering transactional data using frequency tree.

Mahmoud Mahdi, Samir E. AbdelRahman, Reem Bahgat, Ismail Ismail

CoRR, 2017

FCICU at SemEval-2017 Task 1: Sense-Based Language Independent Semantic Textual Similarity Approach.

Basma Hassan, Samir E. AbdelRahman, Reem Bahgat, Ibrahim Farag

Proceedings of the 11th International Workshop on Semantic Evaluation, 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

Proceedings of the AMIA 2017, 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

Proceedings of the AMIA 2017, 2017

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

Proceedings of the 23rd Americas Conference on Information Systems, 2017

2016

Frequency Tree clustering for ICU mortality analytics using graph databases.

Samir E. AbdelRahman, Bruce E. Bray

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

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

Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

FCICU: The Integration between Sense-Based Kernel and Surface-Based Methods to Measure Semantic Textual Similarity.

Basma Hassan, Samir E. AbdelRahman, Reem Bahgat

Proceedings of the 9th International Workshop on Semantic Evaluation, 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

Proceedings of the AMIA 2015, 2015

Design, Development, and Initial Application of a Systematic, Semi-Automated Predictive Analytics Framework for Health Care.

Samir E. AbdelRahman, Kensaku Kawamoto

Proceedings of the AMIA 2015, 2015

2014

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

2012

A Machine Learning Approach For Opinion Holder Extraction In Arabic Language

Mohammed Elarnaoty, Samir E. AbdelRahman, Aly A. Fahmy

CoRR, 2012

2011

Order Statistics Bayesian-Mining Agent Modelling for Automated Negotiation.

Samir E. AbdelRahman, Reem Bahgat, George M. Farag

Informatica (Slovenia), 2011

2010

A New Email Retrieval Ranking Approach

Samir E. AbdelRahman, Basma Hassan, Reem Bahgat

CoRR, 2010

1999

Combining Constraint Logic Programming Techniques for Solving Linear Problems.

Reem Bahgat, Samir E. AbdelRahman

Proceedings of the New Trends in Contraints, 1999