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

Meng Wang(Beth Israel Deaconess Medical Center), Huazhu Fu(Inception Institute of Artificial Intelligence), Pearse A. Keane(University College London), Dianbo Liu(Boston Children's Hospital), Wei Chen(Chinese University of Hong Kong), Carol Y. Cheung(Chinese University of Hong Kong), Beau J. Fenner(Singapore National Eye Center), Hongqiang Zeng(University of Pittsburgh), Tian Lin(Chinese University of Hong Kong), Ching‐Yu Cheng(Singapore National Eye Center), Zehua Jiang(Beijing Tsinghua Chang Gung Hospital), Yuanyuan Peng(Wuhan University of Science and Technology), Tingkun Shi(Chinese University of Hong Kong), Wendy Wong(National University of Singapore), Danqi Fang(Chinese University of Hong Kong), Yanda Meng(King Abdullah University of Science and Technology), Ke Zou(University of British Columbia), Cecilia S. Lee(University of Washington), Lianyu Wang(Nanjing University of Aeronautics and Astronautics), Kai Yu(University of Pennsylvania), Chi Pui Pang(Chinese University of Hong Kong), Lucia Sobrin(Massachusetts Eye and Ear Infirmary), Xinjian Chen(Soochow University), Meiqin Zhang(Ministry of Education of the People's Republic of China), Yih Chung Tham(National University of Singapore), Yukun Zhou(University College Hospital), Aidi Lin(Chinese University of Hong Kong), Yifan Chen(Sun Yat-sen University), Cheng Chen(University of Hong Kong), Xue Yao(Chinese University of Hong Kong), Changqing Zhang(Tianjin University), Siying Liu(Nanjing Agricultural University), Man Chen(Shandong Provincial Hospital), Jianwen Zhang(Shenzhen University), Xiaolin Chen(Chinese Academy of Sciences), Qingyun Liu(Chinese Academy of Sciences), Haoyu Chen(China University of Geosciences (Beijing)), Jingcheng Wang(Vision Medicals (China)), Honghe Xia(Chinese University of Hong Kong), Qi Zhang(The Affiliated Yongchuan Hospital of Chongqing Medical University), Huiyu Liang(Chinese University of Hong Kong), Yuqiang Huang(Fujian Medical University), Chaoxin Zheng(Chinese University of Hong Kong), Binwei Huang(Chinese University of Hong Kong), Yilong Luo(Chinese University of Hong Kong), Jinming Guo(Chinese University of Hong Kong), Sahil Thakur(Singapore National Eye Center), Minghui Qiu(Foshan Hospital of TCM), Sophia Y. Wang(Outcomes Research Consortium)
Nature Communications
July 1, 2025
Cited by 23


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