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)

Frequency-Aware Inverse-Consistent Deep Learning for OCT-Angiogram Super-Resolution. - Weiwen Zhang; Dawei Yang; Carol Y. Cheung; Hao Chen (MICCAI (2), 2022)

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)

Deep semi-supervised multiple instance learning with self-correction for DME classification from OCT images. - Xi Wang 013; Fangyao Tang; Hao Chen 011; Carol Y. Cheung; Pheng-Ann Heng (Medical Image Anal., 2023)

Common and Rare Fundus Diseases Identification Using Vision-Language Foundation Model with Knowledge of Over 400 Diseases. - Meng Wang 038; Tian Lin; Aidi Lin; Kai Yu 009; Yuanyuan Peng; Lianyu Wang; Cheng Chen 013; Ke Zou; Huiyu Liang; Man Chen; Xue Yao; Meiqin Zhang; et al. (CoRR, 2024)

A deep learning system for myopia onset prediction and intervention effectiveness evaluation in children. - Ziyi Qi; Tingyao Li; Jun Chen 005; Jason C. Yam; Yang Wen; Gengyou Huang; Hua Zhong; Mingguang He; Dan Zhu; Rongping Dai; Bo Qian; Jingjing Wang; et al. (npj Digit. Medicine, 2024)

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)

A Clinician-Friendly Platform for Ophthalmic Image Analysis Without Technical Barriers. - Meng Wang 038; Tian Lin; Qingshan Hou; Aidi Lin; Jingcheng Wang; Qingsheng Peng; Truong X. Nguyen; Danqi Fang; Ke Zou; Ting Xu; Cancan Xue; Ten Cheer Quek; et al. (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)