Enhancing diagnostic accuracy in rare and common fundus diseases with a knowledge-rich vision-language model

M Meng Wang T Tian Lin (School of Chemical Science) A Aidi Lin K Kai Yu Y Yuanyuan Peng (Key Laboratory of Entomology and Pest Control Engineering, College of Plant Protection, Southwest University) L Lianyu Wang C Cheng Chen K Ke Zou H Huiyu Liang M Man Chen (Jiangxi Provincial Key Laboratory of Respiratory Diseases, Jiangxi Institute of Respiratory Diseases, The Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University) X Xue Yao (Department of Materials Science and Engineering) M Meiqin Zhang B Binwei Huang C Chaoxin Zheng P Peixin Zhang (Zhejiang Key Laboratory of Intelligent Manufacturing for Functional Chemicals, College of Chemical and Biological Engineering) W Wei Chen Y Yilong Luo Y Yifan Chen H Honghe Xia T Tingkun Shi Q Qi Zhang J Jinming Guo X Xiaolin Chen (Institute of Human Virology, Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University) J Jingcheng Wang Y Yih Chung Tham D Dianbo Liu W Wendy Wong (Department of Biomedical Engineering, Johns Hopkins University School of Medicine) S Sahil Thakur B Beau J. Fenner D Danqi Fang S Siying Liu Q Qingyun Liu Y Yuqiang Huang H Hongqiang Zeng Y Yanda Meng Y Yukun Zhou (Department of Ophthalmology, Shanghai Changhai Hospital, Naval Medical University) Z Zehua Jiang M Minghui Qiu C Changqing Zhang X Xinjian Chen S Sophia Y. Wang C Cecilia S. Lee L Lucia Sobrin C Carol Y. Cheung C Chi Pui Pang P Pearse A. Keane C Ching-Yu Cheng H Haoyu Chen H Huazhu Fu

Article Details

Volume / Issue Vol. 16, Issue 1
Published July 01, 2025
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (49)

M

Meng Wang

T

Tian Lin

School of Chemical Science

A

Aidi Lin

K

Kai Yu

Y

Yuanyuan Peng

Key Laboratory of Entomology and Pest Control Engineering, College of Plant Protection, Southwest University

L

Lianyu Wang

C

Cheng Chen

K

Ke Zou

H

Huiyu Liang

M

Man Chen

Jiangxi Provincial Key Laboratory of Respiratory Diseases, Jiangxi Institute of Respiratory Diseases, The Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University

X

Xue Yao

Department of Materials Science and Engineering

M

Meiqin Zhang

B

Binwei Huang

C

Chaoxin Zheng

P

Peixin Zhang

Zhejiang Key Laboratory of Intelligent Manufacturing for Functional Chemicals, College of Chemical and Biological Engineering

W

Wei Chen

Y

Yilong Luo

Y

Yifan Chen

H

Honghe Xia

T

Tingkun Shi

Q

Qi Zhang

J

Jinming Guo

X

Xiaolin Chen

Institute of Human Virology, Key Laboratory of Tropical Disease Control of Ministry of Education, Zhongshan School of Medicine, Sun Yat-sen University

J

Jingcheng Wang

Y

Yih Chung Tham

D

Dianbo Liu

W

Wendy Wong

Department of Biomedical Engineering, Johns Hopkins University School of Medicine

S

Sahil Thakur

B

Beau J. Fenner

D

Danqi Fang

S

Siying Liu

Q

Qingyun Liu

Y

Yuqiang Huang

H

Hongqiang Zeng

Y

Yanda Meng

Y

Yukun Zhou

Department of Ophthalmology, Shanghai Changhai Hospital, Naval Medical University

Z

Zehua Jiang

M

Minghui Qiu

C

Changqing Zhang

X

Xinjian Chen

S

Sophia Y. Wang

C

Cecilia S. Lee

L

Lucia Sobrin

C

Carol Y. Cheung

C

Chi Pui Pang

P

Pearse A. Keane

C

Ching-Yu Cheng

H

Haoyu Chen

H

Huazhu Fu