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

AI Language Models in Health Care (825) Clinical Informatics (2386) Decision Support for Health Professionals (2343) Electronic Health Records (1789) Generative Language Models Including ChatGPT (1630)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/89957, first published .
Doctor in blue scrubs using a tablet in a hospital hallway

Optimizing Clinical Temporal Relation Extraction With Large Language Models: Comparative Analysis

Optimizing Clinical Temporal Relation Extraction With Large Language Models: Comparative Analysis

Authors of this article:

Jianping He1 Author Orcid Image ;   Zenan Sun1 Author Orcid Image ;   Laila Rasmy1 Author Orcid Image ;   Haifang Li2 Author Orcid Image ;   Jianfu Li2 Author Orcid Image ;   Evan Yu1 Author Orcid Image ;   Degui Zhi1 Author Orcid Image ;   Cui Tao2 Author Orcid Image
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Jianping He   1 , PhD ;   Zenan Sun   1 , MS ;   Laila Rasmy   1 , PhD ;   Haifang Li   2 , PhD ;   Jianfu Li   2 , PhD ;   Evan Yu   1 , MS ;   Degui Zhi   1 , PhD ;   Cui Tao   2 , PhD

1 McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, United States

2 Department of Artificial Intelligence and Informatics, Mayo Clinic in Florida, Jacksonville, FL, United States

Corresponding Author:

  • Cui Tao, PhD
  • Department of Artificial Intelligence and Informatics
  • Mayo Clinic in Florida
  • 4500 San Pablo Rd S
  • Jacksonville, FL 32224
  • United States
  • Phone: 1 904 956 3256
  • Email: Tao.Cui@mayo.edu