Merry Ward

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 15

Top Topics

Anomaly Detection

Electronic Health Records

Clinical Pathway

Top Venues

J. Biomed. Informatics

Publications

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) (2024)
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 (2024)
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)
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)
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 (2022)
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)
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)
Byung H. Park, Sangkeun Lee, Özgür Özmen, Mohit Kumar, Merry Ward, Jonathan R. Nebeker
Real-time Multi-granular Analytics Framework for HIT Systems. Big Data (2022)
S. M. Shamimul Hasan, Minsu Kim, Byung Hoon Park, Makoto M. Jones, Merry Ward, Jonathan R. Nebeker
A Knowledge Network-Based Approach to Facilitate Annotation of Clinical Pathway Component Clusters. BHI (2021)
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 (2021)
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 (2021)
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)
Everett Neil Rush, Özgür Özmen, Kathryn Knight, Byung Park, Clifton Baker, Makoto Jones, Merry Ward, Jonathan R. Nebeker
Characterizing Sub-Cohorts via Data Normalization and Representation Learning. CBMS (2020)
Junghoon Chae, Byung Hoon Park, Makoto Jones, Merry Ward, Jonathan R. Nebeker
Converting Clinical Pathways to BPM+ Standards: A Case Study in Stable Ischemic Heart Disease. CBMS (2020)
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)
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)