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Clinical Informatics (2111) Respiratory Medicine (204) Natural Language Processing (1213) Electronic Health Records (1635) Generative Language Models Including ChatGPT (1383) AI Language Models in Health Care (669) Applications of AI (814)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/90547, first published .
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Evaluation of Large Language Models for Structured Data Extraction From Interstitial Lung Disease Clinical Notes: Comparative Study

Evaluation of Large Language Models for Structured Data Extraction From Interstitial Lung Disease Clinical Notes: Comparative Study

Authors of this article:

Stephanie Ji Chen1 Author Orcid Image ;   Manoj Venkat Maddali1, 2, 3 Author Orcid Image ;   Curtis Langlotz4 Author Orcid Image ;   Christian Bluethgen4 Author Orcid Image ;   Jonathan Chen2 Author Orcid Image ;   Rishi Raj1 Author Orcid Image
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Stephanie Ji Chen   1 , MD ;   Manoj Venkat Maddali   1, 2, 3 , MD, MS ;   Curtis Langlotz   4 , MD, PhD ;   Christian Bluethgen   4 , MD, MSc ;   Jonathan Chen   2 , MD, PhD ;   Rishi Raj   1 , MD

1 Division of Pulmonary, Allergy, and Critical Care Medicine, Stanford Medicine, Stanford, CA, United States

2 Department of Biomedical Data Science, Stanford Medicine, Stanford, CA, United States

3 Division of Pulmonary and Critical Care Medicine, Piedmont HealthCare, Atlanta, GA, United States

4 Department of Radiology and Center for Artificial Intelligence in Medicine and Imaging, Stanford Medicine, Stanford, CA, United States

Corresponding Author:

  • Stephanie Ji Chen, MD
  • Division of Pulmonary, Allergy, and Critical Care Medicine
  • Stanford Medicine
  • 300 Pasteur Dr.
  • Stanford, CA
  • United States
  • Phone: 1 2489713831
  • Email: sjichen@stanford.edu