Improving Consistency in Cardiovascular Disease Risk Assessment: Cross-Camera Adaptation for Retinal Images. - Weiyi Zhang 004; Danli Shi; Mingguang He (CVPR Workshops, 2024)

Fundus2Video: Cross-Modal Angiography Video Generation from Static Fundus Photography with Clinical Knowledge Guidance. - Weiyi Zhang 004; Siyu Huang; Jiancheng Yang; Ruoyu Chen; Zongyuan Ge; Yingfeng Zheng; Danli Shi; Mingguang He (MICCAI (1), 2024)

EyeGPT: Ophthalmic Assistant with Large Language Models. - Xiaolan Chen; Ziwei Zhao; Weiyi Zhang 004; Pusheng Xu; Le Gao; Mingpu Xu; Yue Wu; Yinwen Li; Danli Shi; Mingguang He (CoRR, 2024)

EyeFound: A Multimodal Generalist Foundation Model for Ophthalmic Imaging. - Danli Shi; Weiyi Zhang 004; Xiaolan Chen; Yexin Liu; Jiancheng Yang; Siyu Huang; Yih Chung Tham; Yingfeng Zheng; 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 004; Yan Lu; Danli Shi; Mingguang He (CoRR, 2024)

EyeCLIP: A visual-language foundation model for multi-modal ophthalmic image analysis. - Danli Shi; Weiyi Zhang 004; Jiancheng Yang; Siyu Huang; Xiaolan Chen; Mayinuer Yusufu; Kai Jin; Shan Lin; Shunming Liu; Qing Zhang; Mingguang He (CoRR, 2024)

Fundus to Fluorescein Angiography Video Generation as a Retinal Generative Foundation Model. - Weiyi Zhang 004; Jiancheng Yang; Ruoyu Chen; Siyu Huang; Pusheng Xu; Xiaolan Chen; Shanfu Lu; Hongyu Cao; Mingguang He; Danli Shi (CoRR, 2024)

Visual Question Answering in Ophthalmology: A Progressive and Practical Perspective. - Xiaolan Chen; Ruoyu Chen; Pusheng Xu; Weiyi Zhang 004; Xianwen Shang; Mingguang He; Danli Shi (CoRR, 2024)

EyeDiff: text-to-image diffusion model improves rare eye disease diagnosis. - Ruoyu Chen; Weiyi Zhang 004; Bowen Liu; Xiaolan Chen; Pusheng Xu; Shunming Liu; Mingguang He; Danli Shi (CoRR, 2024)

FFA Sora, video generation as fundus fluorescein angiography simulator. - Xinyuan Wu; Lili Wang; Ruoyu Chen; Bowen Liu; Weiyi Zhang 004; Xi Yang; Yifan Feng; Mingguang He; Danli Shi (CoRR, 2024)

Translating color fundus photography to indocyanine green angiography using deep-learning for age-related macular degeneration screening. - Ruoyu Chen; Weiyi Zhang 004; Fan Song; Honghua Yu; Dan Cao; Yingfeng Zheng; Mingguang He; Danli Shi (npj Digit. Medicine, 2024)

FFA-GPT: an automated pipeline for fundus fluorescein angiography interpretation and question-answer. - Xiaolan Chen; Weiyi Zhang 004; Pusheng Xu; Ziwei Zhao; Yingfeng Zheng; Danli Shi; Mingguang He (npj Digit. Medicine, 2024)

A multimodal visual-language foundation model for computational ophthalmology. - Danli Shi; Weiyi Zhang 004; Jiancheng Yang; Siyu Huang; Xiaolan Chen; Pusheng Xu; Kai Jin; Shan Lin; Jin Wei; Mayinuer Yusufu; Shunming Liu; Qing Zhang; et al. (npj Digit. Medicine, 2025)

Predicting Diabetic Macular Edema Treatment Responses Using OCT: Dataset and Methods of APTOS Competition. - Weiyi Zhang 004; Peranut Chotcomwongse; Yinwen Li; Pusheng Xu; Ruijie Yao; Lianhao Zhou; Yuxuan Zhou; Hui Feng; Qiping Zhou; Xinyue Wang; Shoujin Huang; Zihao Jin; et al. (CoRR, 2025)

Benchmarking Large Multimodal Models for Ophthalmic Visual Question Answering with OphthalWeChat. - Pusheng Xu; Xia Gong; Xiaolan Chen; Weiyi Zhang 004; Jiancheng Yang; Bingjie Yan; Meng Yuan; Yalin Zheng; Mingguang He; Danli Shi (CoRR, 2025)

APTOS-2024 challenge report: Generation of synthetic 3D OCT images from fundus photographs. - Bowen Liu; Weiyi Zhang 004; Peranut Chotcomwongse; Xiaolan Chen; Ruoyu Chen; Pawin Pakaymaskul; Niracha Arjkongharn; Nattaporn Vongsa; Xuelian Cheng; Zongyuan Ge; Kun Huang; Xiaohui Li; et al. (CoRR, 2025)

ChatMyopia: An AI Agent for Pre-consultation Education in Primary Eye Care Settings. - Yue Wu; Xiaolan Chen; Weiyi Zhang 004; Shunming Liu; Wing Man Rita Sum; Xinyuan Wu; Xianwen Shang; Chea-su Kee; Mingguang He; Danli Shi (CoRR, 2025)