Two-Stream CNN with Loose Pair Training for Multi-modal AMD Categorization. - Weisen Wang; Zhiyan Xu; Weihong Yu; Jianchun Zhao; Jingyuan Yang 004; Feng He; Zhikun Yang; Di Chen; Dayong Ding; Youxin Chen; Xirong Li 001 (MICCAI (1), 2019)

Deep Multiple Instance Learning with Spatial Attention for ROP Case Classification, Instance Selection and Abnormality Localization. - Xirong Li 001; Wencui Wan; Yang Zhou; Jianchun Zhao; Qijie Wei; Junbo Rong; Pengyi Zhou; Limin Xu; Lijuan Lang; Yuying Liu; Chengzhi Niu; Dayong Ding; et al. (ICPR, 2020)

AttenNet: Deep Attention Based Retinal Disease Classification in OCT Images. - Jun Wu 022; Yao Zhang; Jie Wang; Jianchun Zhao; Dayong Ding; Ningjiang Chen; Lingling Wang; Xuan Chen; Chunhui Jiang; Xuan Zou; Xing Liu; Hui Xiao; et al. (MMM (2), 2020)

Multi-Modal Multi-Instance Learning for Retinal Disease Recognition. - Xirong Li 001; Yang Zhou; Jie Wang; Hailan Lin; Jianchun Zhao; Dayong Ding; Weihong Yu; Youxin Chen (ACM Multimedia, 2021)

Optic Disc Hemorrhage Detection via A Novel Position-Guided Attention Network with Small Samples on Fundus Images. - Gang Yang 001; Yunfeng Du; Yajie Yang; Jianchun Zhao; Dayong Ding; Jingjing Xu; Gangwei Cheng (BIBM, 2022)

Contour Offset Map: A New Component Designed for Smooth and Robust Optic Disc/Cup Contour Detection. - Yajie Yang; Gang Yang 001; Dayong Ding; Jianchun Zhao (BIBM, 2022)

Template Mask Based Image Fusion Built-in Algorithm for Wide Field Fundus Cameras. - Jun Wu 022; Mingxin He; Yang Liu; Hanwen Zhang; Jianchun Zhao; Xiaohou Shen; Jiankun Liu; Gang Yang 001; Xirong Li 001; Dayong Ding (OMIA@MICCAI, 2022)

Semi-supervised Learning for Nerve Segmentation in Corneal Confocal Microscope Photography. - Jun Wu 022; Bo Shen; Hanwen Zhang; Jianing Wang; Qi Pan; Jianfeng Huang; Lixin Guo; Jianchun Zhao; Gang Yang 001; Xirong Li 001; Dayong Ding (MICCAI (4), 2022)

Fundus Photograph Defect Repair Algorithm Based on Portable Camera Empty Shot. - Jun Wu 022; Hanwen Zhang; Mingxin He; Jianchun Zhao; Xiaohou Shen; Jiankun Liu; Gang Yang 001; Xirong Li 001; Dayong Ding (OMIA@MICCAI, 2022)

Lesion Localization in OCT by Semi-Supervised Object Detection. - Yue Wu; Yang Zhou; Jianchun Zhao; Jingyuan Yang 004; Weihong Yu; Youxin Chen; Xirong Li 001 (ICMR, 2022)

Segmentation-based Information Extraction and Amalgamation in Fundus Images for Glaucoma Detection. - Yanni Wang; Gang Yang 001; Dayong Ding; Jianchun Zhao (CoRR, 2022)

Learning Two-Stream CNN for Multi-Modal Age-Related Macular Degeneration Categorization. - Weisen Wang; Xirong Li 001; Zhiyan Xu; Weihong Yu; Jianchun Zhao; Dayong Ding; Youxin Chen (IEEE J. Biomed. Health Informatics, 2022)

Supervised Domain Adaptation for Recognizing Retinal Diseases from Wide-Field Fundus Images. - Qijie Wei; Jingyuan Yang 004; Bo Wang 011; Jinrui Wang; Jianchun Zhao; Xinyu Zhao; Sheng Yang; Niranchana Manivannan; Youxin Chen; Dayong Ding; Jing Zhou; Xirong Li 001 (BIBM, 2023)

LACL: Lesion-Aware Contrastive Learning Framework for Medical Image Classification. - Yu Tang; Gang Yang 001; Jianchun Zhao; Dayong Ding; Jun Wu 022 (ICME, 2023)

Automatic Retinal Nerve Fiber Trajectory Simulation and Quasi-polar Transformation for Detecting Retinal Nerve Fiber Layer Defect in Fundus Images. - Yanni Wang; Gang Yang 001; Dayong Ding; Jianchun Zhao (ICME, 2023)

Representation, Alignment, Fusion: A Generic Transformer-Based Framework for Multi-modal Glaucoma Recognition. - You Zhou; Gang Yang 001; Yang Zhou; Dayong Ding; Jianchun Zhao (MICCAI (7), 2023)

Cross-domain Collaborative Learning for Recognizing Multiple Retinal Diseases from Wide-Field Fundus Images. - Qijie Wei; Jingyuan Yang 004; Bo Wang 011; Jinrui Wang; Jianchun Zhao; Xinyu Zhao; Sheng Yang; Niranchana Manivannan; Youxin Chen; Dayong Ding; Xirong Li 001 (CoRR, 2023)

PaRCL: Pathology-aware Representation Contrastive Learning for Glaucoma Classification on Fundus Images. - Junyan Yi; Ying Zheng; Dayong Ding; Jianchun Zhao; Gang Yang 001 (BIBM, 2024)

A Dual-Stream Network for Langerhans' Cells Segmentation in CCM Images. - Jun Wu 022; Jinshu Gao; Jingjie Lin; Zeyu Huang; Yang Liu; Zhengyu Chen; Qin Long; Jianchun Zhao; Dayong Ding (OMIA@MICCAI, 2024)

A geometry-aware multi-coordinate transformation fusion network for optic disc and cup segmentation. - Yajie Yang; Gang Yang 001; Yanni Wang; Xinyue Liu; Jianchun Zhao; Dayong Ding (Appl. Intell., 2024)