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2020 – today
- 2024
- [j5]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) - [j4]Everett Neil Rush
, Ozgur Ozmen, Minsu Kim, Erin Rush Ortegon, Makoto Jones, Byung H. Park, Steven Pizer, Jodie Trafton, Lisa A. Brenner, Merry Ward, Jonathan R. Nebeker:
A framework for inferring and analyzing pharmacotherapy treatment patterns. BMC Medical Informatics Decis. Mak. 24(1): 68 (2024) - 2023
- [c11]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 - [c10]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
- [j3]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) - [c9]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 - [c8]Laura Pullum, Olufemi A. Omitaomu, Mohammed M. Olama, Addi Thakur Malviya
, Ozgur Ozmer, Hilda B. Klasky, P. Teja Kuruganti, Merry Ward, Jeanie M. Scott, Angela Laurio, Brian C. Sauer, Frank Drews, Jonathan R. Nebeker:
A Systematic Review of Healthcare Information Technology Anomaly Classification. ICHI 2022: 393-400 - [c7]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
- [j2]Mark S. Pfaff, Ozgur Eris, Charlene R. Weir, Amanda Anganes, Tina Crotty, Mohammad Rahman, Merry Ward, Jonathan R. Nebeker:
Analysis of the cognitive demands of electronic health record use. J. Biomed. Informatics 113: 103633 (2021) - [j1]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) - [c6]S. M. Shamimul Hasan, Minsu Kim, Byung H. Park, Makoto M. Jones, Merry Ward, Jonathan R. Nebeker:
A Knowledge Network-Based Approach to Facilitate Annotation of Clinical Pathway Component Clusters. BHI 2021: 1-4 - 2020
- [c5]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 - [c4]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 - [c3]Junghoon Chae, Byung H. Park, Makoto Jones, Merry Ward, Jonathan R. Nebeker:
Converting Clinical Pathways to BPM+ Standards: A Case Study in Stable Ischemic Heart Disease. CBMS 2020: 453-456
2010 – 2019
- 2019
- [c2]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 - 2015
- [c1]Mark S. Pfaff, Ozgur Eris, Amanda Anganes, Tina Crotty, Jonathan R. Nebeker, Merry Ward:
Uncovering the Cognitive Demands of EHR Use via Task Analysis. AMIA 2015
Coauthor Index
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last updated on 2024-08-05 21:18 CEST by the dblp team
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