Uncovering the Cognitive Demands of EHR Use via Task Analysis. - Mark S. Pfaff; Ozgur Eris; Amanda Anganes; Tina Crotty; Jonathan R. Nebeker; Merry Ward (AMIA, 2015)

Topic Modeling to Discern Irregular Order Patterns in Unlabeled Electronic Health Records. - 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 (BHI, 2019)

Adaptive Anomaly Detection for Dynamic Clinical Event Sequences. - 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; et al. (IEEE BigData, 2020)

Converting Clinical Pathways to BPM+ Standards: A Case Study in Stable Ischemic Heart Disease. - Junghoon Chae; Byung H. Park; Makoto Jones; Merry Ward; Jonathan R. Nebeker (CBMS, 2020)

Characterizing Sub-Cohorts via Data Normalization and Representation Learning. - Everett Neil Rush; Özgür Özmen; Kathryn Knight; Byung H. Park; Clifton Baker; Makoto Jones; Merry Ward; Jonathan R. Nebeker (CBMS, 2020)

A Knowledge Network-Based Approach to Facilitate Annotation of Clinical Pathway Component Clusters. - S. M. Shamimul Hasan; Minsu Kim; Byung H. Park; Makoto M. Jones; Merry Ward; Jonathan R. Nebeker (BHI, 2021)

A new methodological framework for hazard detection models in health information technology systems. - 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; et al. (J. Biomed. Informatics, 2021)

Analysis of the cognitive demands of electronic health record use. - Mark S. Pfaff; Ozgur Eris; Charlene R. Weir; Amanda Anganes; Tina Crotty; Mohammad Rahman; Merry Ward; Jonathan R. Nebeker (J. Biomed. Informatics, 2021)

Real-time Multi-granular Analytics Framework for HIT Systems. - Byung H. Park; Sangkeun Lee 002; Özgür Özmen; Mohit Kumar; Merry Ward; Jonathan R. Nebeker (IEEE Big Data, 2022)

Use of Event-Time Embeddings via RNN to Discern Novel Event Sequences in EHRs. - 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; et al. (ICHI, 2022)

A Systematic Review of Healthcare Information Technology Anomaly Classification. - 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; et al. (ICHI, 2022)

Detecting anomalous sequences in electronic health records using higher-order tensor networks. - 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 (J. Biomed. Informatics, 2022)

Towards a Comparative Assessment of Data-Driven Process Models in Health Information Technology. - Hilda B. Klasky; Özgür Özmen; Olufemi A. Omitaomu; Mohammed M. Olama; Merry Ward; Angela Laurio; Jonathan R. Nebeker (ICHI, 2023)

CPViz: Visualizing clinical pathways represented in higher-order networks. - Junghoon Chae; Byung H. Park; Minsu Kim; Everett Neil Rush; Özgür Özmen; Makoto Jones; Merry Ward; Jonathan R. Nebeker (Visualization and Data Analysis, 2023)

EHR-BERT: A BERT-based model for effective anomaly detection in electronic health records. - Haoran Niu; Olufemi A. Omitaomu; Michael A. Langston; Mohammed M. Olama; Özgür Özmen; Hilda B. Klasky; Angela Laurio; Merry Ward; Jonathan R. Nebeker (J. Biomed. Informatics, 2024)

A framework for inferring and analyzing pharmacotherapy treatment patterns. - Everett Neil Rush; Özgür Özmen; Minsu Kim; Erin Rush Ortegon; Makoto Jones; Byung H. Park; Steven Pizer; Jodie Trafton; Lisa A. Brenner; Merry Ward; Jonathan R. Nebeker (BMC Medical Informatics Decis. Mak., 2024)

Anomaly Detection in Electronic Health Records Across Hospital Networks: Integrating Machine Learning With Graph Algorithms. - Haoran Niu; Olufemi A. Omitaomu; Michael A. Langston; Stephen K. Grady; Mohammed M. Olama; Özgür Özmen; Hilda B. Klasky; Angela Laurio; Merry Ward; Jonathan R. Nebeker (IEEE J. Biomed. Health Informatics, 2025)