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

Artificial Intelligence (AI) in Medical Education (182) Generative Language Models Including ChatGPT (705) Clinical Communication, Electronic Consultation and Telehealth (755) Artificial Intelligence (2121)

Published on in Vol 11 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/70190, first published .
Enhancing Large Language Models for Improved Accuracy and Safety in Medical Question Answering: Comparative Study

Enhancing Large Language Models for Improved Accuracy and Safety in Medical Question Answering: Comparative Study

Enhancing Large Language Models for Improved Accuracy and Safety in Medical Question Answering: Comparative Study

Authors of this article:

Dingqiao Wang1, 2 Author Orcid Image ;   Jinguo Ye1 Author Orcid Image ;   Jingni Li1 Author Orcid Image ;   Jiangbo Liang1 Author Orcid Image ;   Qikai Zhang1 Author Orcid Image ;   Qiuling Hu1 Author Orcid Image ;   Caineng Pan1 Author Orcid Image ;   Dongliang Wang1 Author Orcid Image ;   Zhong Liu1 Author Orcid Image ;   Wen Shi1 Author Orcid Image ;   Mengxiang Guo3 Author Orcid Image ;   Fei Li1 Author Orcid Image ;   Wei Du2 Author Orcid Image ;   Ying-Feng Zheng1 Author Orcid Image
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Dingqiao Wang   1, 2 , PhD ;   Jinguo Ye   1 , BSc ;   Jingni Li   1 , MD ;   Jiangbo Liang   1 , MD ;   Qikai Zhang   1 , BSc ;   Qiuling Hu   1 , BSc ;   Caineng Pan   1 , BSc ;   Dongliang Wang   1 , PhD ;   Zhong Liu   1 , PhD ;   Wen Shi   1 , PhD ;   Mengxiang Guo   3 * , PhD ;   Fei Li   1 * , PhD ;   Wei Du   2 * , PhD ;   Ying-Feng Zheng   1 * , PhD

1 State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Guangzhou, China

2 Department of Ophthalmology, Eighth Affiliated Hospital of Sun Yat-sen University, Shenzhen, Guangdong, China

3 Guangzhou Women and Children's Medical Center, Guangzhou, China

*these authors contributed equally

Corresponding Author:

  • Ying-Feng Zheng, PhD
  • State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases
  • 07 Jinsui Road
  • Guangzhou 510060
  • China
  • Phone: 86 13922286455
  • Email: zhyfeng@mail.sysu.edu.cn