Jonathan R. Nebeker

University of Utah — United States

Health Professions · Health Sciences

27h-index3.8kcitations130works3.82yr avg
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Research Topics

Electronic Health Records Systems(40), Pharmaceutical Practices and Patient Outcomes(24), Patient Safety and Medication Errors(20), Biomedical Text Mining and Ontologies(17), Pharmacovigilance and Adverse Drug Reactions(16)

Publications129 total

Semantic Relations: Extending SNOMED CT and Solor
Applied Clinical Informatics·2025Open Access
Retrieval Augmented Generation: What Works and Lessons Learned
Studies in health technology and informatics·2025· 1 citedOpen Access
The Semantic Clinical Artificial Intelligence (SCAI) Chatbot: Preliminary Usability Testing
Studies in health technology and informatics·2025Open Access
Combining Machine Learning and Comparative Effectiveness Methodology to Study Primary Care Pharmacotherapy Pathways for Veterans With Depression
Medical Care·2025
Semantic Clinical Artificial Intelligence vs Native Large Language Model Performance on the USMLE
JAMA Network Open·2025· 6 citedOpen Access
Anomaly Detection in Electronic Health Records Across Hospital Networks: Integrating Machine Learning With Graph Algorithms
IEEE Journal of Biomedical and Health Informatics·2025· 5 citedOpen Access
ENHANCING HEALTHCARE VALUE THROUGH INTEROPERABLE E-CARE PLANS: A FRAMEWORK FOR QUALITY IMPROVEMENT
Innovation in Aging·2024· 1 citedOpen Access
Effect of mental health staffing inputs on initiation of care among recently separated Veterans
Health Services Research·2024· 3 citedOpen Access
A framework for inferring and analyzing pharmacotherapy treatment patterns
BMC Medical Informatics and Decision Making·2024· 1 citedOpen Access
Defining the Subtypes of Long COVID and Risk Factors for Prolonged Disease: Population-Based Case-Crossover Study
JMIR Public Health and Surveillance·2024· 9 citedOpen Access
EHR-BERT: A BERT-based model for effective anomaly detection in electronic health records
Journal of Biomedical Informatics·2024· 16 citedOpen Access
Evidence Enlightens Electronic Health Record Modernization
Journal of General Internal Medicine·2023· 1 citedOpen Access
Towards a Comparative Assessment of Data-Driven Process Models in Health Information Technology
2023Open Access
Defining the Subtypes of Long COVID and Risk Factors for Prolonged Disease: Population-Based Case-Crossover Study (Preprint)
2023Open Access
Defining the Subtypes of Long COVID and Risk Factors for Prolonged Disease
2023· 1 citedOpen Access
58 Utilizing VA Data to Define Long COVID and Identify Patients at Risk
Journal of Clinical and Translational Science·2023Open Access
CPViz: Visualizing clinical pathways represented in higher-order networks
Electronic Imaging·2023Open Access
Real-time Multi-granular Analytics Framework for HIT Systems
2022 IEEE International Conference on Big Data (Big Data)·2022· 1 citedOpen Access
Detecting anomalous sequences in electronic health records using higher-order tensor networks
Journal of Biomedical Informatics·2022· 9 citedOpen Access
Effect of mental health staffing inputs on <scp>suicide‐related</scp> events
Health Services Research·2022· 12 citedOpen Access
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Frequent Co-authors

Charlene Weir(11), Matthew H. Samore(8), John F. Hurdle(7), Jennifer Hoffman(6), Kenneth S. Boockvar(6), Brian C. Sauer(5), Merry Ward(5), Beverly Roth(4), Charles L. Bennett(3), Dennis W. Raisch(3), Haytham M.A. Kaafarani(3), Amy K. Rosen(3), Stephanie L. Shimada(3), Hillary J. Mull(3), Lucy A. Savitz(3), Joanne LaFleur(3), June M. McKoy(2), Paul R. Yarnold(2), Steven M. Belknap(2), Dennis P. West(2)