Merry Ward

17 papers B 3Misc 2Journal 6Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Anomaly Detection in Electronic Health Records Across Hospital Networks: Integrating Machine Learning With Graph Algorithms.
IEEE J. Biomed. Health Informatics
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
2024 J jnl
A framework for inferring and analyzing pharmacotherapy treatment patterns.
BMC Medical Informatics Decis. Mak.
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
2024 J jnl
EHR-BERT: A BERT-based model for effective anomaly detection in electronic health records.
J. Biomed. Informatics
Haoran Niu, Olufemi A. Omitaomu, Michael A. Langston, Mohammed M. Olama, Özgür Özmen, Hilda B. Klasky, Angela Laurio, Merry Ward, Jonathan R. Nebeker
2023 Misc conf
CPViz: Visualizing clinical pathways represented in higher-order networks.
Visualization and Data Analysis
Junghoon Chae, Byung H. Park, Minsu Kim, Everett Neil Rush, Özgür Özmen, Makoto Jones, Merry Ward, Jonathan R. Nebeker
2023 — conf
Towards a Comparative Assessment of Data-Driven Process Models in Health Information Technology.
ICHI
Hilda B. Klasky, Özgür Özmen, Olufemi A. Omitaomu, Mohammed M. Olama, Merry Ward, Angela Laurio, Jonathan R. Nebeker
2022 — conf
A Systematic Review of Healthcare Information Technology Anomaly Classification.
ICHI
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
2022 J jnl
Detecting anomalous sequences in electronic health records using higher-order tensor networks.
J. Biomed. Informatics
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
2022 B conf
Real-time Multi-granular Analytics Framework for HIT Systems.
IEEE Big Data
Byung H. Park, Sangkeun Lee, Özgür Özmen, Mohit Kumar, Merry Ward, Jonathan R. Nebeker
2022 — conf
Use of Event-Time Embeddings via RNN to Discern Novel Event Sequences in EHRs.
ICHI
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
2021 — conf
A Knowledge Network-Based Approach to Facilitate Annotation of Clinical Pathway Component Clusters.
BHI
S. M. Shamimul Hasan, Minsu Kim, Byung H. Park, Makoto M. Jones, Merry Ward, Jonathan R. Nebeker
2021 J jnl
A new methodological framework for hazard detection models in health information technology systems.
J. Biomed. Informatics
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
2021 J jnl
Analysis of the cognitive demands of electronic health record use.
J. Biomed. Informatics
Mark S. Pfaff, Ozgur Eris, Charlene R. Weir, Amanda Anganes, Tina Crotty, Mohammad Rahman, Merry Ward, Jonathan R. Nebeker
2020 — conf
Adaptive Anomaly Detection for Dynamic Clinical Event Sequences.
IEEE BigData
Haoran Niu, Olufemi A. Omitaomu, Qing Charles 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
2020 B conf
Characterizing Sub-Cohorts via Data Normalization and Representation Learning.
CBMS
Everett Neil Rush, Özgür Özmen, Kathryn Knight, Byung H. Park, Clifton Baker, Makoto Jones, Merry Ward, Jonathan R. Nebeker
2020 B conf
Converting Clinical Pathways to BPM+ Standards: A Case Study in Stable Ischemic Heart Disease.
CBMS
Junghoon Chae, Byung H. Park, Makoto Jones, Merry Ward, Jonathan R. Nebeker
2019 — conf
Topic Modeling to Discern Irregular Order Patterns in Unlabeled Electronic Health Records.
BHI
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
2015 Misc conf
Uncovering the Cognitive Demands of EHR Use via Task Analysis.
AMIA
Mark S. Pfaff, Ozgur Eris, Amanda Anganes, Tina Crotty, Jonathan R. Nebeker, Merry Ward