Weiyi Zhang

According to our database, Weiyi Zhang authored at least 18 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Predicting diabetic macular edema treatment responses using OCT: Dataset and methods of APTOS competition.

Weiyi Zhang, Peranut Chotcomwongse, Yinwen Li, Pusheng Xu, Ruijie Yao, Lianhao Zhou, Yuxuan Zhou, Hui Feng, Qiping Zhou, Xinyue Wang, Shoujin Huang, Zihao Jin, Florence H. T. Chung, Shujun Wang, Yalin Zheng, Mingguang He, Danli Shi, Paisan Ruamviboonsuk

Medical Image Anal., 2026

2025

A multimodal AI agent for clinical decision support in ophthalmology.

Danli Shi, Xiaolan Chen, Bingjie Yan, Weiyi Zhang, Pusheng Xu, Jiancheng Yang, Ruoyu Chen, Siyu Huang, Bowen Liu, Xinyuan Wu, Meng Xie, Ziyu Gao, Yue Wu, Senlin Lin, Kai Jin, Xia Gong, Yih Chung Tham, Xiujuan Zhang, Li Dong, Yuzhou Zhang, Jason Yam, Guangming Jin, Xiaohu Ding, Haidong Zou, Yalin Zheng, Zongyuan Ge, Mingguang He

CoRR, November, 2025

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings.

Yue Wu, Xiaolan Chen, Weiyi Zhang, Shunming Liu, Wing Man Rita Sum, Xinyuan Wu, Xianwen Shang, Chea-su Kee, Mingguang He, Danli Shi

CoRR, July, 2025

APTOS-2024 challenge report: Generation of synthetic 3D OCT images from fundus photographs.

Bowen Liu, Weiyi Zhang, Peranut Chotcomwongse, Xiaolan Chen, Ruoyu Chen, Pawin Pakaymaskul, Niracha Arjkongharn, Nattaporn Vongsa, Xuelian Cheng, Zongyuan Ge, Kun Huang, Xiaohui Li, Yiru Duan, Zhenbang Wang, Baoye Xie, Qiang Chen, Huazhu Fu, Michael A. Mahr, Jiaqi Qu, Wangyiyang Chen, Shiye Wang, Yubo Tan, Yongjie Li, Mingguang He, Danli Shi, Paisan Ruamviboonsuk

CoRR, June, 2025

Benchmarking Large Multimodal Models for Ophthalmic Visual Question Answering with OphthalWeChat.

Pusheng Xu, Xia Gong, Xiaolan Chen, Weiyi Zhang, Jiancheng Yang, Bingjie Yan, Meng Yuan, Yalin Zheng, Mingguang He, Danli Shi

CoRR, May, 2025

A multimodal visual-language foundation model for computational ophthalmology.

Danli Shi, Weiyi Zhang, Jiancheng Yang, Siyu Huang, Xiaolan Chen, Pusheng Xu, Kai Jin, Shan Lin, Jin Wei, Mayinuer Yusufu, Shunming Liu, Qing Zhang, Zongyuan Ge, Xun Xu, Mingguang He

npj Digit. Medicine, 2025

2024

FFA-GPT: an automated pipeline for fundus fluorescein angiography interpretation and question-answer.

Xiaolan Chen, Weiyi Zhang, Pusheng Xu, Ziwei Zhao, Yingfeng Zheng, Danli Shi, Mingguang He

npj Digit. Medicine, 2024

Translating color fundus photography to indocyanine green angiography using deep-learning for age-related macular degeneration screening.

Ruoyu Chen, Weiyi Zhang, Fan Song, Honghua Yu, Dan Cao, Yingfeng Zheng, Mingguang He, Danli Shi

npj Digit. Medicine, 2024

FFA Sora, video generation as fundus fluorescein angiography simulator.

Xinyuan Wu, Lili Wang, Ruoyu Chen, Bowen Liu, Weiyi Zhang, Xi Yang, Yifan Feng, Mingguang He, Danli Shi

CoRR, 2024

EyeDiff: text-to-image diffusion model improves rare eye disease diagnosis.

Ruoyu Chen, Weiyi Zhang, Bowen Liu, Xiaolan Chen, Pusheng Xu, Shunming Liu, Mingguang He, Danli Shi

CoRR, 2024

Visual Question Answering in Ophthalmology: A Progressive and Practical Perspective.

Xiaolan Chen, Ruoyu Chen, Pusheng Xu, Weiyi Zhang, Xianwen Shang, Mingguang He, Danli Shi

CoRR, 2024

Fundus to Fluorescein Angiography Video Generation as a Retinal Generative Foundation Model.

Weiyi Zhang, Jiancheng Yang, Ruoyu Chen, Siyu Huang, Pusheng Xu, Xiaolan Chen, Shanfu Lu, Hongyu Cao, Mingguang He, Danli Shi

CoRR, 2024

EyeCLIP: A visual-language foundation model for multi-modal ophthalmic image analysis.

Danli Shi, Weiyi Zhang, Jiancheng Yang, Siyu Huang, Xiaolan Chen, Mayinuer Yusufu, Kai Jin, Shan Lin, Shunming Liu, Qing Zhang, Mingguang He

CoRR, 2024

UWF-RI2FA: Generating Multi-frame Ultrawide-field Fluorescein Angiography from Ultrawide-field Retinal Imaging Improves Diabetic Retinopathy Stratification.

Ruoyu Chen, Kezheng Xu, Kangyan Zheng, Weiyi Zhang, Yan Lu, Danli Shi, Mingguang He

CoRR, 2024

EyeFound: A Multimodal Generalist Foundation Model for Ophthalmic Imaging.

Danli Shi, Weiyi Zhang, Xiaolan Chen, Yexin Liu, Jiancheng Yang, Siyu Huang, Yih Chung Tham, Yingfeng Zheng, Mingguang He

CoRR, 2024

EyeGPT: Ophthalmic Assistant with Large Language Models.

Xiaolan Chen, Ziwei Zhao, Weiyi Zhang, Pusheng Xu, Le Gao, Mingpu Xu, Yue Wu, Yinwen Li, Danli Shi, Mingguang He

CoRR, 2024

Fundus2Video: Cross-Modal Angiography Video Generation from Static Fundus Photography with Clinical Knowledge Guidance.

Weiyi Zhang, Siyu Huang, Jiancheng Yang, Ruoyu Chen, Zongyuan Ge, Yingfeng Zheng, Danli Shi, Mingguang He

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Improving Consistency in Cardiovascular Disease Risk Assessment: Cross-Camera Adaptation for Retinal Images.

Weiyi Zhang, Danli Shi, Mingguang He

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024