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

Methods and Feasibility Studies (545) Tools, Programs and Algorithms (416) Natural Language Processing (971) Research Methodology - AI (53) Applications of AI (357) Foundation Models and Their Applications in AI (61)

Published on in Vol 15 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/82725, first published .
Use of an AI-Based Tool (Human Experiences and Reflections Data Connector) to Improve Discovery and Reuse of Archived Qualitative Data: Protocol for an Algorithm Development and Validation Study

Use of an AI-Based Tool (Human Experiences and Reflections Data Connector) to Improve Discovery and Reuse of Archived Qualitative Data: Protocol for an Algorithm Development and Validation Study

Use of an AI-Based Tool (Human Experiences and Reflections Data Connector) to Improve Discovery and Reuse of Archived Qualitative Data: Protocol for an Algorithm Development and Validation Study

Authors of this article:

Tammy Leonard1, 2 Author Orcid Image ;   Jim P Stimpson1, 2, 3 Author Orcid Image ;   Miguel Ángel Cano4 Author Orcid Image ;   Wenqi Shi5 Author Orcid Image ;   Ada Abaragu1 Author Orcid Image ;   Song Zhang5 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Tammy Leonard   1, 2 , PhD ;   Jim P Stimpson   1, 2, 3 , PhD ;   Miguel Ángel Cano   4 , PhD ;   Wenqi Shi   5 , PhD ;   Ada Abaragu   1 , BS ;   Song Zhang   5 , PhD

1 Department of Health Economics, Systems, and Policy, Peter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, TX, United States

2 Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX, United States

3 Department of Internal Medicine, School of Medicine, University of Texas Southwestern Medical Center, Dallas, TX, United States

4 Department of Social and Behavioral Sciences, Peter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, TX, United States

5 Department of Health Data Science and Biostatistics, Peter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, TX, United States

Corresponding Author:

  • Tammy Leonard, PhD
  • Department of Health Economics, Systems, and Policy
  • Peter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center
  • 5323 Harry Hines Boulevard
  • Dallas, TX 75390
  • United States
  • Phone: 1 2146483155
  • Email: Tammy.Leonard@UTSouthwestern.edu