no code implementations • 22 Aug 2020 • Yi Zhou, Boyang Wang, Lei Huang, Shanshan Cui, Ling Shao
This dataset has 1, 842 images with pixel-level DR-related lesion annotations, and 1, 000 images with image-level labels graded by six board-certified ophthalmologists with intra-rater consistency.
no code implementations • 10 Dec 2019 • Yi Zhou, Boyang Wang, Xiaodong He, Shanshan Cui, Ling Shao
In this paper, we propose a diabetic retinopathy generative adversarial network (DR-GAN) to synthesize high-resolution fundus images which can be manipulated with arbitrary grading and lesion information.
4 code implementations • 10 Jul 2019 • Huazhu Fu, Boyang Wang, Jianbing Shen, Shanshan Cui, Yanwu Xu, Jiang Liu, Ling Shao
Retinal image quality assessment (RIQA) is essential for controlling the quality of retinal imaging and guaranteeing the reliability of diagnoses by ophthalmologists or automated analysis systems.