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2020 – today
- 2024
[j8]Haoran Niu
, Olufemi A. Omitaomu, Michael A. Langston, Mohammed M. Olama, Özgür Özmen, Hilda B. Klasky, Angela Laurio, Merry Ward, Jonathan R. Nebeker:
EHR-BERT: A BERT-based model for effective anomaly detection in electronic health records. J. Biomed. Informatics 150: 104605 (2024)- 2023
- [j7]James J. Nutaro, Özgür Özmen:
Race conditions and data partitioning: risks posed by common errors to reproducible parallel simulations. Simul. 99(4): 417-427 (2023) - [c14]Hilda B. Klasky, Özgür Özmen, Olufemi A. Omitaomu, Mohammed M. Olama, Merry Ward, Angela Laurio, Jonathan R. Nebeker:
Towards a Comparative Assessment of Data-Driven Process Models in Health Information Technology. ICHI 2023: 338-343 - [c13]Junghoon Chae, Byung H. Park, Minsu Kim, Everett Neil Rush, Özgür Özmen, Makoto Jones, Merry Ward, Jonathan R. Nebeker:
CPViz: Visualizing clinical pathways represented in higher-order networks. Visualization and Data Analysis 2023: 1-8 - 2022
- [j6]Haoran Niu, Olufemi A. Omitaomu, Michael A. Langston, Mohammed M. Olama, Özgür Özmen, Hilda B. Klasky, Angela Laurio, Brian C. Sauer, Merry Ward, Jonathan R. Nebeker:
Detecting anomalous sequences in electronic health records using higher-order tensor networks. J. Biomed. Informatics 135: 104219 (2022) - [j5]Özgür Özmen, James J. Nutaro, Sassan Ostvar, Chin Hur, Chung Yin Kong:
Tissue scale agent-based simulation of premalignant progressions in Barrett's esophagus. Simul. 98(4): 275-284 (2022) - [c12]Byung H. Park, Sangkeun Lee, Özgür Özmen, Mohit Kumar, Merry Ward, Jonathan R. Nebeker:
Real-time Multi-granular Analytics Framework for HIT Systems. IEEE Big Data 2022: 3441-3446 - [c11]Özgür Özmen, Hilda B. Klasky, Olufemi A. Omitaomu, Mohammed M. Olama, P. Teja Kuruganti, Laura Pullum, Addi Thakur Malviya, Merry Ward, Jeanie M. Scott, Angela Laurio, Brian C. Sauer, Frank Drews, Jonathan R. Nebeker:
Use of Event-Time Embeddings via RNN to Discern Novel Event Sequences in EHRs. ICHI 2022: 639-643 - 2021
- [j4]Olufemi A. Omitaomu, Hilda B. Klasky, Mohammed M. Olama, Özgür Özmen, Laura Pullum, Addi Thakur Malviya, P. Teja Kuruganti, Jeanie M. Scott, Angela Laurio, Frank Drews, Brian C. Sauer, Merry Ward, Jonathan R. Nebeker:
A new methodological framework for hazard detection models in health information technology systems. J. Biomed. Informatics 124: 103937 (2021) - 2020
- [c10]Haoran Niu, Olufemi A. Omitaomu, Qing C. Cao, Mohammed M. Olama, Özgür Özmen, Hilda B. Klasky, Laura Pullum, Addi Thakur Malviya, P. Teja Kuruganti, Jeanie M. Scott, Angela Laurio, Frank Drews, Brian C. Sauer, Merry Ward, Jonathan R. Nebeker:
Adaptive Anomaly Detection for Dynamic Clinical Event Sequences. IEEE BigData 2020: 4919-4928 - [c9]Everett Neil Rush, Özgür Özmen, Kathryn Knight, Byung H. Park, Clifton Baker, Makoto Jones, Merry Ward, Jonathan R. Nebeker:
Characterizing Sub-Cohorts via Data Normalization and Representation Learning. CBMS 2020: 173-176 - [i1]James J. Nutaro, Özgür Özmen:
Quantifying the Uncertainty of Precision Estimates for Rule based Text Classifiers. CoRR abs/2005.09198 (2020)
2010 – 2019
- 2019
- [c8]Özgür Özmen, Hilda B. Klasky, Olufemi A. Omitaomu, Mohammed M. Olama, P. Teja Kuruganti, Laura Pullum, Merry Ward, Jeanie M. Scott, Angela Laurio, Jonathan R. Nebeker:
Topic Modeling to Discern Irregular Order Patterns in Unlabeled Electronic Health Records. BHI 2019: 1-4 - [c7]James J. Nutaro, Özgür Özmen:
Using Simulation to Quantify the Reliability of Control Software. WSC 2019: 3267-3276 - 2016
- [j3]Özgür Özmen, Levent Yilmaz, Jeffrey S. Smith:
The impact of socio-technical communication styles on the diversity and innovation potential of global science collaboratories. Comput. Math. Organ. Theory 22(4): 521-548 (2016) - [j2]Özgür Özmen, James J. Nutaro, Laura L. Pullum, Arvind Ramanathan:
Analyzing the impact of modeling choices and assumptions in compartmental epidemiological models. Simul. 92(5): 459-472 (2016) - [c6]Byung H. Park, Özgür Özmen, Gil Weigand, Mallikarjun Shankar:
High-performance computing framework for predictive simulation of healthcare delivery innovation. BHI 2016: 517-520 - 2015
- [c5]Özgür Özmen, James J. Nutaro:
Activity diagrams for DEVS models: a case study modeling health care behavior (WIP). SpringSim (TMS-DEVS) 2015: 129-134 - 2014
- [c4]James J. Nutaro, Özgür Özmen, Jack Schryver:
Disaggregation and refinement of system dynamics models via agent-based modeling. SummerSim 2014: 11 - 2013
- [c3]Özgür Özmen, Jeffrey S. Smith, Levent Yilmaz:
An agent-based simulation study of a complex adaptive collaboration network. WSC 2013: 412-423 - 2012
- [j1]Özgür Özmen, Levent Yilmaz:
An Information Foraging Model of Knowledge Creation and Spillover Dynamics in Open Source Science. Int. J. Agent Technol. Syst. 4(3): 50-72 (2012) - [c2]Özgür Özmen, Levent Yilmaz, Jeffrey S. Smith, Alice E. Smith:
A complex adaptive model of information foraging and preferential attachment dynamics in Global Participatory Science. CogSIMA 2012: 65-72 - [c1]Özgür Özmen, Levent Yilmaz:
An agent-based information foraging model of scientific knowledge creation and spillover in open science communities. SpringSim (ADS) 2012: 1
Coauthor Index
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last updated on 2024-10-07 21:09 CEST by the dblp team
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