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

Foundations of AI (57) Natural Language Processing (869) Applications of AI (246) Machine Learning (1971) Clinical Information and Decision Making (1807) Respiratory Medicine (142)

Published on in Vol 4 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/69132, first published .
Identifying Asthma-Related Symptoms From Electronic Health Records Using a Hybrid Natural Language Processing Approach Within a Large Integrated Health Care System: Retrospective Study

Identifying Asthma-Related Symptoms From Electronic Health Records Using a Hybrid Natural Language Processing Approach Within a Large Integrated Health Care System: Retrospective Study

Identifying Asthma-Related Symptoms From Electronic Health Records Using a Hybrid Natural Language Processing Approach Within a Large Integrated Health Care System: Retrospective Study

Authors of this article:

Fagen Xie1 Author Orcid Image ;   Robert S Zeiger2, 3 Author Orcid Image ;   Mary Marycania Saparudin1 Author Orcid Image ;   Sahar Al-Salman1 Author Orcid Image ;   Eric Puttock1 Author Orcid Image ;   William Crawford4 Author Orcid Image ;   Michael Schatz2, 3 Author Orcid Image ;   Stanley Xu1 Author Orcid Image ;   William M Vollmer5 Author Orcid Image ;   Wansu Chen1 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Fagen Xie   1 , PhD ;   Robert S Zeiger   2, 3 , MD, PhD ;   Mary Marycania Saparudin   1 , MPH ;   Sahar Al-Salman   1 , MPH ;   Eric Puttock   1 , PhD ;   William Crawford   4 , MD ;   Michael Schatz   2, 3 , MD ;   Stanley Xu   1 , PhD ;   William M Vollmer   5 , PhD ;   Wansu Chen   1 , PhD

1 Department of Research and Evaluation, Kaiser Permanente South California, Pasadena, CA, United States

2 Department of Allergy, Kaiser Permanente South California, San Diego, CA, United States

3 Department of Clinical Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, United States

4 Department of Allergy, Kaiser Permanente South California, Harbor City, CA, United States

5 Kaiser Permanente Center for Health Research, Portland, OR, United States

Corresponding Author:

  • Fagen Xie, PhD
  • Department of Research and Evaluation
  • Kaiser Permanente South California
  • 100 S Los Robles Ave, 2nd Floor
  • Pasadena, CA 91101
  • United States
  • Phone: 1 626-564-3294
  • Email: fagen.xie@kp.org