LINS: A general medical Q&A framework for enhancing the quality and credibility of LLM-generated responses

S Sheng Wang F Fangyuan Zhao D Dechao Bu Y Yunwei Lu M Ming Gong (Department of Chemistry, Shanghai Key Laboratory of Molecular Catalysis and Innovative Materials and Collaborative Innovation Center of Chemistry for Energy Materials (iChEM)) H Hongjie Liu Z Zhaohui Yang X Xiaoxi Zeng Z Zhiyuan Yuan (Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University) B Baoping Wan J Jingbo Sun Y Yang Wu (Hefei National Research Center for Physical Science at Microscale) L Lianhe Zhao X Xirun Wan W Wei Huang T Tao Wang M Mengtong Xu J Jianjun Luo J Jingjia Liu J Jianjun Zheng (Department of Radiology) W Wei Zhang K Kang Zhang (Qi Biodesign, Beijing, China.) H Hongjia Zhang S Shu Wang R Runsheng Chen Y Yi Zhao (State Key Laboratory of Quantum Functional Materials, School of Physical Science and Technology)

Article Details

Volume / Issue Vol. 16, Issue 1
Published October 13, 2025
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (26)

S

Sheng Wang

F

Fangyuan Zhao

D

Dechao Bu

Y

Yunwei Lu

M

Ming Gong

Department of Chemistry, Shanghai Key Laboratory of Molecular Catalysis and Innovative Materials and Collaborative Innovation Center of Chemistry for Energy Materials (iChEM)

H

Hongjie Liu

Z

Zhaohui Yang

X

Xiaoxi Zeng

Z

Zhiyuan Yuan

Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University

B

Baoping Wan

J

Jingbo Sun

Y

Yang Wu

Hefei National Research Center for Physical Science at Microscale

L

Lianhe Zhao

X

Xirun Wan

W

Wei Huang

T

Tao Wang

M

Mengtong Xu

J

Jianjun Luo

J

Jingjia Liu

J

Jianjun Zheng

Department of Radiology

W

Wei Zhang

K

Kang Zhang

Qi Biodesign, Beijing, China.

H

Hongjia Zhang

S

Shu Wang

R

Runsheng Chen

Y

Yi Zhao

State Key Laboratory of Quantum Functional Materials, School of Physical Science and Technology