Merry Ward

According to our database1, Merry Ward authored at least 16 papers between 2015 and 2024.

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Bibliography

2024
A framework for inferring and analyzing pharmacotherapy treatment patterns.
BMC Medical Informatics Decis. Mak., December, 2024

EHR-BERT: A BERT-based model for effective anomaly detection in electronic health records.
J. Biomed. Informatics, 2024

2023
CPViz: Visualizing clinical pathways represented in higher-order networks.
Proceedings of the Visualization and Data Analysis 2023, 2023

Towards a Comparative Assessment of Data-Driven Process Models in Health Information Technology.
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

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

A Systematic Review of Healthcare Information Technology Anomaly Classification.
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.
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

Real-time Multi-granular Analytics Framework for HIT Systems.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Analysis of the cognitive demands of electronic health record use.
J. Biomed. Informatics, 2021

A new methodological framework for hazard detection models in health information technology systems.
J. Biomed. Informatics, 2021

A Knowledge Network-Based Approach to Facilitate Annotation of Clinical Pathway Component Clusters.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

2020
Characterizing Sub-Cohorts via Data Normalization and Representation Learning.
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.
Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

Adaptive Anomaly Detection for Dynamic Clinical Event Sequences.
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.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2015
Uncovering the Cognitive Demands of EHR Use via Task Analysis.
Proceedings of the AMIA 2015, 2015


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