Accessibility settings

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

Quality Improvement (389) Natural Language Processing (1355) Machine Learning (3374) Patient and Public Involvement in Research (77)

Published on in Vol 14 (2026)

This is a member publication of University of Pittsburgh

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/85960, first published .
Doctor discusses patient care with a woman, showing patients, caregivers, and healthcare providers.

Topic-Aware Summarization of Lived Health Care Experiences: Large Language Model Evaluation Study

Topic-Aware Summarization of Lived Health Care Experiences: Large Language Model Evaluation Study

Authors of this article:

Maneesh Bilalpur1 Author Orcid Image ;   Megan E Hamm2 Author Orcid Image ;   Young Ji Lee3, 4 Author Orcid Image ;   Natasha G Norman2 Author Orcid Image ;   Kathleen M Mctigue2 Author Orcid Image ;   Yanshan Wang1, 4, 5 Author Orcid Image
Article Authors Cited by (1) Tweetations Metrics

Journals

  1. Villafuerte-Gálvez J, Noriega M, Cakir Colak S, Crawford C. The Patients’ Voice in Clostridioides difficile Infection: Large Language Model-Assisted Thematic Analysis of Patient Testimonials. Open Forum Infectious Diseases 2026;13(10) View