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

Applications of AI (1062) Clinical Informatics (2367) Clinical Information and Decision Making (3851) Decision Support for Health Professionals (2314) Machine Learning (3306) Formative Evaluation of Digital Health Interventions (5322)

Published on in Vol 5 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/100772, first published .
Woman uses AI Health Assistant on tablet for mental health support and antidepressant information.

A Patient Simulation Framework for Risk Assessment of Conversational Health Care AI: Development and Evaluation Study

A Patient Simulation Framework for Risk Assessment of Conversational Health Care AI: Development and Evaluation Study

Authors of this article:

Md Tanvir Rouf Shawon1 Author Orcid Image ;   Mohammad Sabik Irbaz2 Author Orcid Image ;   Hadeel R A Elyazori2 Author Orcid Image ;   Keerti Reddy Resapu3 Author Orcid Image ;   Yili Lin3 Author Orcid Image ;   Vladimir Franzuela Cardenas3 Author Orcid Image ;   K Pierre Eklou4 Author Orcid Image ;   Farrokh Alemi3 Author Orcid Image ;   Kevin Lybarger2 Author Orcid Image
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Md Tanvir Rouf Shawon   1 , BS ;   Mohammad Sabik Irbaz   2 , BS ;   Hadeel R A Elyazori   2 , MS ;   Keerti Reddy Resapu   3 , MS, BDS ;   Yili Lin   3 , MS ;   Vladimir Franzuela Cardenas   3 , MS ;   K Pierre Eklou   4 , DNP, PMHNP-BC ;   Farrokh Alemi   3 , PhD ;   Kevin Lybarger   2 , PhD

1 Department of Computer Science, College of Engineering and Computing, George Mason University, Fairfax, VA, United States

2 Department of Information Sciences and Technology, College of Engineering and Computing, George Mason University, Fairfax, VA, United States

3 Department of Health Administration and Policy, College of Public Health, George Mason University, Fairfax, VA, United States

4 School of Nursing, College of Public Health, George Mason University, Fairfax, VA, United States

Corresponding Author:

  • Md Tanvir Rouf Shawon, BS
  • Department of Computer Science
  • College of Engineering and Computing, George Mason University
  • Nguyen Engineering Building, 4511 Patriot Cir
  • Fairfax, VA 22032
  • United States
  • Phone: 1 571-663-5183
  • Email: mshawon@gmu.edu