Unifying Structure Analysis and Surrogate-Driven Function Regression for Glaucoma OCT Image Screening. - Xi Wang 013; Hao Chen 011; Luyang Luo; An-ran Ran; Poemen P. Chan; Clement C. Tham; Carol Y. Cheung; Pheng-Ann Heng (MICCAI (1), 2019)

Detecting Glaucoma Using 3D Convolutional Neural Network of Raw SD-OCT Optic Nerve Scans. - Erfan Noury; Suria S. Mannil; Robert T. Chang; An-ran Ran; Carol Y. Cheung; Suman S. Thapa; Harsha L. Rao; Srilakshmi Dasari; Mohammed Riyazuddin; Sriharsha Nagaraj; Reza Zadeh (CoRR, 2019)

Towards multi-center glaucoma OCT image screening with semi-supervised joint structure and function multi-task learning. - Xi Wang 013; Hao Chen 011; An-ran Ran; Luyang Luo; Poemen P. Chan; Clement C. Tham; Robert T. Chang; Suria S. Mannil; Carol Y. Cheung; Pheng-Ann Heng (Medical Image Anal., 2020)

UD-MIL: Uncertainty-Driven Deep Multiple Instance Learning for OCT Image Classification. - Xi Wang 013; Fangyao Tang; Hao Chen 011; Luyang Luo; Ziqi Tang; An-ran Ran; Carol Y. Cheung; Pheng-Ann Heng (IEEE J. Biomed. Health Informatics, 2020)

LVCL: Label-Volume Contrastive Learning for Multi-Label Classification of Retinal Oct Volumes. - Yuhan Zhang 001; Ziqi Tang; Dawei Yang; An-ran Ran; Carol Y. Cheung; Pheng-Ann Heng (ISBI, 2023)

Reference-based OCT Angiogram Super-resolution with Learnable Texture Generation. - Yuyan Ruan; Dawei Yang; Ziqi Tang; An-ran Ran; Carol Y. Cheung; Hao Chen (CoRR, 2023)

HRDC challenge: a public benchmark for hypertension and hypertensive retinopathy classification from fundus images. - Bo Qian; Xiangning Wang; Zhouyu Guan; Dawei Yang; An-ran Ran; Tingyao Li; Zheyuan Wang; Yang Wen; Xinming Shu; Jinyang Xie; Shichang Liu; Guanyu Xing; et al. (Vis. Comput., 2025)

A graph neural network-based multispectral-view learning model for diabetic macular ischemia detection from color fundus photographs. - Qinghua He; Hongyang Jiang 003; Danqi Fang; Dawei Yang; Truong X. Nguyen; An-ran Ran; Clement C. Tham; Simon K. H. Szeto; Sobha Sivaprasad; Carol Y. Cheung (CoRR, 2025)

Unpaired Optical Coherence Tomography Angiography Image Super-Resolution via Frequency-Aware Inverse-Consistency GAN. - Weiwen Zhang; Dawei Yang; Haoxuan Che; An-ran Ran; Carol Y. Cheung; Hao Chen 011 (IEEE J. Biomed. Health Informatics, 2025)

Reference-Based OCT Angiogram Super-Resolution With Learnable Texture Generation. - Yuyan Ruan; Dawei Yang; Ziqi Tang; An-ran Ran; Jiguang Wang; Carol Y. Cheung; Hao Chen 011 (IEEE Trans. Neural Networks Learn. Syst., 2025)