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This paper is in the following e-collection/theme issue:

Personal Health Records, Patient-Accessible Electronic Health Records, Patient Portals (1002) Electronic Health Records (1656) Generative Language Models Including ChatGPT (1409) Patient-Clinician Relationship (48) AI Language Models in Health Care (690)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/87280, first published .
Doctor discusses lab results with patient on tablet in exam room.

Generating Question Prompt Lists From Electronic Health Record Data Using Large Language Models: Iterative Evaluation Study

Generating Question Prompt Lists From Electronic Health Record Data Using Large Language Models: Iterative Evaluation Study

Authors of this article:

Zhe He1 Author Orcid Image ;   Balu Bhasuran1 Author Orcid Image ;   Mia Liza A Lustria1 Author Orcid Image ;   Karim Hanna2 Author Orcid Image ;   Michael Killian3 Author Orcid Image ;   Cindy Shavor2 Author Orcid Image ;   Mandy Dailey2 Author Orcid Image ;   Sai Sidharth Manikandan4 Author Orcid Image ;   Xiao Luo5 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Zhe He   1 * , PhD ;   Balu Bhasuran   1 * , PhD ;   Mia Liza A Lustria   1 , PhD ;   Karim Hanna   2 , MD ;   Michael Killian   3 , PhD ;   Cindy Shavor   2 , MD ;   Mandy Dailey   2 , MD ;   Sai Sidharth Manikandan   4 , BS ;   Xiao Luo   5 , PhD

1 School of Information, Florida State University, Tallahassee, FL, United States

2 Department of Family Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, United States

3 College of Social Work, Florida State University, Tallahassee, FL, United States

4 Department of Statistics, Florida State University, Tallahassee, FL, United States

5 Department of Computer Science, Southern Methodist University, Dallas, TX, United States

*these authors contributed equally

Corresponding Author:

  • Zhe He, PhD
  • School of Information
  • Florida State University
  • 142 Collegiate Loop
  • Tallahassee, FL 32306
  • United States
  • Phone: 1 8506445775
  • Email: zhe@fsu.edu