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Chatbots and Conversational Agents (1159) Generative Language Models Including ChatGPT (1489) AI Language Models in Health Care (733) Applications of AI (924)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/92374, first published .
Woman with infusion device on arm uses smartphone, discussing cancer treatment.

Finite State Machine–Guided Retrieval-Augmented Generation Improves Expert-Rated Acceptability of a Peripherally Inserted Central Catheter Self-Management Chatbot: Single-Center Content Validation Study

Finite State Machine–Guided Retrieval-Augmented Generation Improves Expert-Rated Acceptability of a Peripherally Inserted Central Catheter Self-Management Chatbot: Single-Center Content Validation Study

Authors of this article:

Mangyeong Lee1, 2 Author Orcid Image ;   Seung-Beom Cho3 Author Orcid Image ;   Jae-Wook Yu3 Author Orcid Image ;   Junghee Yoon4 Author Orcid Image ;   Jae-Boong Choi3 Author Orcid Image ;   Kyu-Hwan Jung5, 6 Author Orcid Image ;   Juhee Cho2, 4, 7 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Mangyeong Lee   1, 2 * , PhD ;   Seung-Beom Cho   3 * , PhD ;   Jae-Wook Yu   3 , MS ;   Junghee Yoon   4 , PhD ;   Jae-Boong Choi   3 , PhD ;   Kyu-Hwan Jung   5, 6 , PhD ;   Juhee Cho   2, 4, 7 , PhD

1 Center for Clinical Epidemiology, Samsung Medical Center, Seoul, Republic of Korea

2 Department of Digital Health, Samsung Advanced Institute for Health Sciences and Technology, Sungkyunkwan University, Seoul, Republic of Korea

3 School of Mechanical Engineering, Sungkyunkwan University, Suwon, Republic of Korea

4 Department of Clinical Research Design and Evaluation, Samsung Advanced Institute for Health Sciences and Technology, Sungkyunkwan University, Seoul, Republic of Korea

5 Department of Medical Device Management and Research, Samsung Advanced Institute for Health Sciences and Technology, Sungkyunkwan University, Seoul, Republic of Korea

6 Clinical Robotics and Embodied AI Research Center, Smart Healthcare Research Institute, Research Institute for Future Medicine, Samsung Medical Center, Seoul, Republic of Korea

7 Cancer Education Center, Samsung Medical Center, Seoul, Republic of Korea

*these authors contributed equally

Corresponding Author:

  • Juhee Cho, PhD
  • Department of Digital Health
  • Samsung Advanced Institute for Health Sciences and Technology, Sungkyunkwan University
  • 115, Irwon-ro
  • Seoul
  • Republic of Korea
  • Phone: 82 234101448
  • Email: jcho@skku.edu