Merry Ward

According to our database, Merry Ward authored at least 16 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

A framework for inferring and analyzing pharmacotherapy treatment patterns.

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

BMC Medical Informatics Decis. Mak., December, 2024

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

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

Proceedings of the Visualization and Data Analysis 2023, 2023

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

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

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

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, Jonathan R. Nebeker

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 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, Jonathan R. Nebeker

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

Real-time Multi-granular Analytics Framework for HIT Systems.

Byung H. Park, Sangkeun Lee, Özgür Özmen, Mohit Kumar, Merry Ward, Jonathan R. Nebeker

Proceedings of the IEEE International Conference on Big Data, 2022

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

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, Jonathan R. Nebeker

J. Biomed. Informatics, 2021

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

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

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

Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 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

Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

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, Brian C. Sauer, Merry Ward, Jonathan R. Nebeker

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

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

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2015

Uncovering the Cognitive Demands of EHR Use via Task Analysis.

Mark S. Pfaff, Ozgur Eris, Amanda Anganes, Tina Crotty, Jonathan R. Nebeker, Merry Ward

Proceedings of the AMIA 2015, 2015