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Artificial Intelligence (4860) Clinical Informatics (2310) Clinical Information and Decision Making (3780) mHealth for Data Collection and Research (1746) Physician and Health Services Rating by Consumers (208) Methods and New Tools in Mental Health Research (917)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/96771, first published .
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Temporal Analysis of Patient-Centered Sentiment in Clinical Notes for Patients With Mental Health Conditions: Retrospective Cohort Study

Temporal Analysis of Patient-Centered Sentiment in Clinical Notes for Patients With Mental Health Conditions: Retrospective Cohort Study

Authors of this article:

AbdulRahman Morsy1 Author Orcid Image ;   Carson J Peters2 Author Orcid Image ;   Leslie Miller3 Author Orcid Image ;   Aya Zirikly1, 4 Author Orcid Image
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AbdulRahman Morsy   1 , BS ;   Carson J Peters   2 , PhD ;   Leslie Miller   3 , MD ;   Aya Zirikly   1, 4 , PhD

1 Department of Computer Science, School of Engineering and Applied Sciences, George Washington University, Washington, DC, United States

2 Center for Excellence in Public Health Leadership, Kennedy Krieger Institute, Baltimore, MD, United States

3 Department of Psychiatry and Behavioral Sciences, School of Medicine, Johns Hopkins University, Baltimore, MD, United States

4 Center for Speech and Language Processing, Whiting School of Engineering, Johns Hopkins University, Baltimore, MD, United States

Corresponding Author:

  • AbdulRahman Morsy, BS
  • Department of Computer Science
  • School of Engineering and Applied Sciences
  • George Washington University
  • 800 22nd Street, NW
  • Washington, DC 20052
  • United States
  • Phone: 1 202-391-7683
  • Email: abdulrahman.morsy@gwmail.gwu.edu