Publications by authors named "Jonathan Nebeker"

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Semantic Relations: Extending SNOMED CT and Solor.
Melissa P Resnick, James Hitt, Wilmon McCray, Kendria Hall, Frank LeHouillier, Jonathan Nebeker

Appl Clin Inform· August 2025

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Combining Machine Learning and Comparative Effectiveness Methodology to Study Primary Care Pharmacotherapy Pathways for Veterans With Depression.
Ozgur Ozmen, Everett Rush, Byung H Park, Makoto Jones, Jodie Trafton, Jonathan R Nebeker

Med Care· June 2025

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Anomaly Detection in Electronic Health Records Across Hospital Networks: Integrating Machine Learning With Graph Algorithms.
Haoran Niu, Olufemi A Omitaomu, Michael A Langston, Stephen K Grady, Mohammed Olama, Jonathan Nebeker

IEEE J Biomed Health Inform· May 2025

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Retrieval Augmented Generation: What Works and Lessons Learned.
Peter L Elkin, Guresh Mehta, Frank LeHouillier, Ross Koppel, Aaron N Elkin, Jonathan Nebeker

Stud Health Technol Inform· May 2025

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The Semantic Clinical Artificial Intelligence (SCAI) Chatbot: Preliminary Usability Testing.
Melissa Resnick, Aaron Elkin, Samuel Tiosano, Ross Koppel, Gillian Franklin, Jonathan Nebeker

Stud Health Technol Inform· May 2025

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Semantic Clinical Artificial Intelligence vs Native Large Language Model Performance on the USMLE.
Peter L Elkin, Guresh Mehta, Frank LeHouillier, Melissa Resnick, Sarah Mullin, Jonathan R Nebeker

JAMA Netw Open· April 2025

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Effect of mental health staffing inputs on initiation of care among recently separated Veterans.
Paul R Shafer, Yingzhe Yuan, Yevgeniy Feyman, Megan E Price, Aigerim Kabdiyeva, Jonathan R Nebeker

Health Serv Res· December 2024

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Defining the Subtypes of Long COVID and Risk Factors for Prolonged Disease: Population-Based Case-Crossover Study.
Skyler Resendez, Steven H Brown, Hugo Sebastian Ruiz Ayala, Prahalad Rangan, Jonathan Nebeker

JMIR Public Health Surveill· April 2024

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A framework for inferring and analyzing pharmacotherapy treatment patterns.
Everett Rush, Ozgur Ozmen, Minsu Kim, Erin Rush Ortegon, Makoto Jones, Jonathan R Nebeker

BMC Med Inform Decis Mak· March 2024

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EHR-BERT: A BERT-based model for effective anomaly detection in electronic health records.
Haoran Niu, Olufemi A Omitaomu, Michael A Langston, Mohammad Olama, Ozgur Ozmen, Jonathan Nebeker

J Biomed Inform· February 2024

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Evidence Enlightens Electronic Health Record Modernization.
P Jon White, Jonathan R Nebeker

J Gen Intern Med· October 2023

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Detecting anomalous sequences in electronic health records using higher-order tensor networks.
Haoran Niu, Olufemi A Omitaomu, Michael A Langston, Mohammad Olama, Ozgur Ozmen, Jonathan Nebeker

J Biomed Inform· November 2022

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Integrated Health Record Viewers and Reduction in Duplicate Medical Imaging: Retrospective Observational Analysis.
Yingzhe Yuan, Megan Price, David F Schmidt, Merry Ward, Jonathan Nebeker

JMIR Med Inform· May 2022

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CDS-Compare: A Web Application for Machine Learning Assisted Curation of Clinical Order Sets.
Zackary Falls, Steven H Brown, Naveed Shah, Frank LeHouillier, Randeep Badwal, Jonathan R Nebeker

Stud Health Technol Inform· May 2022

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A new methodological framework for hazard detection models in health information technology systems.
Olufemi A Omitaomu, Hilda B Klasky, Mohammed Olama, Ozgur Ozmen, Laura Pullum, Jonathan R Nebeker

J Biomed Inform· December 2021

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Analysis of the cognitive demands of electronic health record use.
Mark S Pfaff, Ozgur Eris, Charlene Weir, Amanda Anganes, Tina Crotty, Jonathan R Nebeker

J Biomed Inform· January 2021

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Patient-centered care and the electronic health record: exploring functionality and gaps.
Jorie M Butler, Bryan Gibson, Lacey Lewis, Gayle Reiber, Heidi Kramer, Jonathan Nebeker

JAMIA Open· October 2020

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One-Way and Round-Trip Analysis Demonstrates Surprising Limitations of Standards-Based Terminology Maps.
Steven H Brown, Loren Stevenson, Daniel J Territo, John Kilbourne, Jonathan R Nebeker

AMIA Annu Symp Proc· July 2020

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Feature Engineering and Process Mining to Enable Hazard Detection in Health Information Technology.
Ozgur Ozmen, Hilda B Klasky, Olufemi A Omitaomu, Mohammed Olama, Teja Kuruganti, Jonathan R Nebeker

AMIA Jt Summits Transl Sci Proc· May 2020

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Interoperability Progress and Remaining Data Quality Barriers of Certified Health Information Technologies.
John D'Amore, Omar Bouhaddou, Sandra Mitchell, Chun Li, Russell Leftwich, Jonathan Nebeker

AMIA Annu Symp Proc· October 2019

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Veterans Health Information Exchange: Successes and Challenges of Nationwide Interoperability.
Margaret Donahue, Omar Bouhaddou, Nelson Hsing, Todd Turner, Glen Crandall, Jonathan Nebeker

AMIA Annu Symp Proc· October 2019

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A Tale of Two Databases: The DoD and VA Infrastructure for Clinical Intelligence (DaVINCI).
Scott L DuVall, Michael E Matheny, Ildar R Ibragimov, Trey D Oats, Jay N Tucker, Jonathan R Nebeker

Stud Health Technol Inform· August 2019

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Real-Time Automated Hazard Detection Framework for Health Information Technology Systems.
Olufemi A Omitaomu, Ozgur Ozmen, Mohammed M Olama, Laura L Pullum, Teja Kuruganti, Jonathan R Nebeker

Health Syst (Basingstoke)· May 2019

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Effect on VA Patient Satisfaction of Provider's Use of an Integrated Viewer of Multiple Electronic Health Records.
Aaron Legler, Megan Price, Megha Parikh, Jonathan R Nebeker, Merry C Ward

J Gen Intern Med· January 2019

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