机构：[1]University of Pennsylvania, Philadelphia, PA, USA.[2]University of Electronic Science and Technology of China, Chengdu, China.[3]Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China.首都医科大学附属北京同仁医院首都医科大学附属同仁医院[4]Beijing Key Laboratory of Intraocular Tumor Diagnosis and Treatment, Beijing Tongren Hospital, Capital Medical University, Beijing, China.首都医科大学附属北京同仁医院首都医科大学附属同仁医院[5]Beijing Ophthalmology and Visual Sciences Key Lab, Beijing Tongren Hospital, Capital Medical University, Beijing, China.首都医科大学附属北京同仁医院首都医科大学附属同仁医院[6]Department of Ophthalmology and Research Laboratory of Macular Disease, West China Hospital, Sichuan University, Chengdu, China.四川大学华西医院[7]College of Computer Science and Technology, Zhejiang University, Hangzhou, China.[8]State Key Laboratory of Brain Machine Intelligence, Zhejiang University, Hangzhou, China.
This work was supported by NSFC Key Program (Grant No. 62236009 to
S.G.), NSFC Program (Grant No. 82220108017, 82141128, and 82002883
to X.Y. and W.W.), the Capital Health Research and Development of
Special (Grant No. 2024-1-2052 to X.Y. andW.W.), Science & Technology
Project of Beijing Municipal Science & Technology Commission (Grant
No. Z201100005520045 to X.Y. and W.W.), Sichuan Natural Science
Fund for Creative Research Groups (Grant No. 2024NSFTD0041), and
Sanming Project ofMedicine in Shenzhen (Grant No. SZSM202311018 to
X.Y. and W.W.).
第一作者机构：[1]University of Pennsylvania, Philadelphia, PA, USA.
共同第一作者：
通讯作者：
通讯机构：[2]University of Electronic Science and Technology of China, Chengdu, China.[3]Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China.[4]Beijing Key Laboratory of Intraocular Tumor Diagnosis and Treatment, Beijing Tongren Hospital, Capital Medical University, Beijing, China.[5]Beijing Ophthalmology and Visual Sciences Key Lab, Beijing Tongren Hospital, Capital Medical University, Beijing, China.[7]College of Computer Science and Technology, Zhejiang University, Hangzhou, China.[8]State Key Laboratory of Brain Machine Intelligence, Zhejiang University, Hangzhou, China.
推荐引用方式(GB/T 7714)：
Wu Yifan,Liu Yang,Yang Yue,et al.A concept-based interpretable model for the diagnosis of choroid neoplasias using multimodal data[J].Nature Communications.2025,16(1):3504.doi:10.1038/s41467-025-58801-7.
APA：
Wu Yifan,Liu Yang,Yang Yue,Yao Michael S,Yang Wenli...&Gu Shi.(2025).A concept-based interpretable model for the diagnosis of choroid neoplasias using multimodal data.Nature Communications,16,(1)
MLA：
Wu Yifan,et al."A concept-based interpretable model for the diagnosis of choroid neoplasias using multimodal data".Nature Communications 16..1(2025):3504
综合性期刊