AUTHOR=Zheng Yingbin , Yan Yiwei , Chen Sai , Cai Yunping , Ren Kun , Liu Yishan , Zhuang Jiaying , Zhao Min 

TITLE=Integrating retrieval-augmented generation for enhanced personalized physician recommendations in web-based medical services: model development study

JOURNAL=Frontiers in Public Health

VOLUME=13

YEAR=2025

URL=https://www.frontiersin.org/journals/public-health/articles/10.3389/fpubh.2025.1501408

DOI=10.3389/fpubh.2025.1501408

ISSN=2296-2565