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Samir E. AbdelRahman
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2020 – today
- 2022
- [j9]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): 891-899 (2022) - 2020
- [j8]Mohammad Amin Morid, Olivia R. Liu Sheng, Kensaku Kawamoto, Samir E. Abdelrahman:
Learning hidden patterns from patient multivariate time series data using convolutional neural networks: A case study of healthcare cost prediction. J. Biomed. Informatics 111: 103565 (2020) - [i8]Mohammad Amin Morid, Olivia R. Liu Sheng, Kensaku Kawamoto, Travis Ault, Josette Dorius, Samir E. Abdelrahman:
Healthcare Cost Prediction: Leveraging Fine-grain Temporal Patterns. CoRR abs/2009.06780 (2020) - [i7]Mohammad Amin Morid, Olivia R. Liu Sheng, Kensaku Kawamoto, Samir E. Abdelrahman:
Learning Hidden Patterns from Patient Multivariate Time Series Data Using Convolutional Neural Networks: A Case Study of Healthcare Cost Prediction. CoRR abs/2009.06783 (2020)
2010 – 2019
- 2019
- [j7]Basma Hassan, Samir E. AbdelRahman, Reem Bahgat, Ibrahim Farag:
UESTS: An Unsupervised Ensemble Semantic Textual Similarity Method. IEEE Access 7: 85462-85482 (2019) - [j6]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): 6:1-6:10 (2019) - [j5]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: 1-10 (2019) - [j4]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) - [c12]Samir E. Abdelrahman, Michael G. Newman, Christina A. Porucznik:
Early Prediction for Multiple Adverse Outcomes in Acute and Chronic Back Pain Transitions. AMIA 2019 - [c11]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 - 2017
- [j3]Eman Negm, Samir E. AbdelRahman, Reem Bahgat:
PREFCA: A portal retrieval engine based on formal concept analysis. Inf. Process. Manag. 53(1): 203-222 (2017) - [c10]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 - [c9]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 - [c8]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 - [c7]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: 125-129 - [i6]Mohammad Amin Morid, Olivia R. Liu Sheng, Samir E. AbdelRahman:
Leveraging Patient Similarity and Time Series Data in Healthcare Predictive Models. CoRR abs/1704.07498 (2017) - [i5]Mohammad Amin Morid, Olivia R. Liu Sheng, Samir E. AbdelRahman:
PPMF: A Patient-based Predictive Modeling Framework for Early ICU Mortality Prediction. CoRR abs/1704.07499 (2017) - [i4]Mahmoud Mahdi, Samir E. AbdelRahman, Reem Bahgat, Ismail Ismail:
F-tree: an algorithm for clustering transactional data using frequency tree. CoRR abs/1705.00761 (2017) - 2016
- [c6]Samir E. AbdelRahman, Bruce E. Bray:
Frequency Tree clustering for ICU mortality analytics using graph databases. BIBM 2016: 813-817 - 2015
- [c5]Samir E. AbdelRahman, Kensaku Kawamoto:
Design, Development, and Initial Application of a Systematic, Semi-Automated Predictive Analytics Framework for Health Care. AMIA 2015 - [c4]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 - [c3]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: 154-158 - [c2]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: 815-819 - 2014
- [j2]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: 41 (2014) - 2012
- [i3]Mohammed Elarnaoty, Samir E. AbdelRahman, Aly A. Fahmy:
A Machine Learning Approach For Opinion Holder Extraction In Arabic Language. CoRR abs/1206.1011 (2012) - 2011
- [j1]Samir E. AbdelRahman, Reem Bahgat, George M. Farag:
Order Statistics Bayesian-Mining Agent Modelling for Automated Negotiation. Informatica (Slovenia) 35(1): 123-137 (2011) - 2010
- [i2]Samir E. AbdelRahman, Basma Hassan, Reem Bahgat:
A New Email Retrieval Ranking Approach. CoRR abs/1011.0404 (2010) - [i1]Samir E. AbdelRahman, Basma Hassan, Reem Bahgat:
A New Email Retrieval Ranking Approach. CoRR abs/1011.0502 (2010)
1990 – 1999
- 1999
- [c1]Reem Bahgat, Samir E. AbdelRahman:
Combining Constraint Logic Programming Techniques for Solving Linear Problems. New Trends in Constraints 1999: 188-211
Coauthor Index
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