Integrating retrieval-augmented generation for enhanced personalized physician recommendations in web-based medical services: model development study
The RAGPR model can significantly improve the accuracy and personalization of web-based medical services, providing a scalable solution for improving patient-physician matching.
Authors
- Yingbin Zheng (ORCID: https://orcid.org/0000-0002-2122-7867)
- Yishan Liu
- Yiwei Yan (ORCID: https://orcid.org/0000-0002-1702-9139)
- Yunping Cai
- Min Zhao (ORCID: https://orcid.org/0009-0002-4787-5835)
- Sai Chen
- J. Zhuang
- Kun Ren
Institutions
- First Affiliated Hospital of Xiamen University (CN)
- Tianjin Meteorological Bureau (CN)
- Taiyuan University of Technology (CN)
Publication Details
- Journal
- Frontiers in Public Health
- Published
- 2025-01-29
- DOI
- https://doi.org/10.3389/fpubh.2025.1501408
- Citations
- 11
- Primary Topic
- Healthcare Systems and Technology
- Type
- article
- Field-Weighted Citation Impact
- 30.40