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

no code implementations • 27 Aug 2024 • Weiyi Zhang, Siyu Huang, Jiancheng Yang, Ruoyu Chen, ZongYuan Ge, Yingfeng Zheng, Danli Shi, Mingguang He

In this work, we pioneer dynamic FFA video generation from static CF images.

Clinical Knowledge Lesion Segmentation +1

EyeFound: A Multimodal Generalist Foundation Model for Ophthalmic Imaging

no code implementations • 18 May 2024 • Danli Shi, Weiyi Zhang, Xiaolan Chen, Yexin Liu, Jiancheng Yang, Siyu Huang, Yih Chung Tham, Yingfeng Zheng, Mingguang He

EyeFound provides a generalizable solution to improve model performance and lessen the annotation burden on experts, facilitating widespread clinical AI applications for retinal imaging.

Question Answering Visual Question Answering