High-Resolution Hierarchical Adversarial Learning for OCT Speckle Noise Reduction. - Yi Zhou 024; Jiang Li 001; Meng Wang 038; Weifang Zhu; Yuanyuan Peng; Zhongyue Chen; Lianyu Wang; Tingting Wang; Chenpu Yao; Ting Wang; Xinjian Chen 001 (MICCAI (6), 2021)

Automatic Staging for Retinopathy of Prematurity With Deep Feature Fusion and Ordinal Classification Strategy. - Yuanyuan Peng; Weifang Zhu; Zhongyue Chen; Meng Wang 038; Le Geng; Kai Yu 009; Yi Zhou 024; Ting Wang; Daoman Xiang; Feng Chen; Xinjian Chen 001 (IEEE Trans. Medical Imaging, 2021)

Semi-Supervised Capsule cGAN for Speckle Noise Reduction in Retinal OCT Images. - Meng Wang 038; Weifang Zhu; Kai Yu 009; Zhongyue Chen; Fei Shi; Yi Zhou 024; Yuhui Ma; Yuanyuan Peng; Dengsen Bao; Shuanglang Feng; Lei Ye; Dehui Xiang; et al. (IEEE Trans. Medical Imaging, 2021)

Tiny-Lesion Segmentation in OCT via Multi-scale Wavelet Enhanced Transformer. - Meng Wang 001; Kai Yu 009; Xinxing Xu; Yi Zhou 024; Yuanyuan Peng; Yanyu Xu; Rick Siow Mong Goh; Yong Liu 026; Huazhu Fu (OMIA@MICCAI, 2022)

Joint Segmentation of Multi-Class Hyper-Reflective Foci in Retinal Optical Coherence Tomography Images. - Chenpu Yao; Meng Wang 038; Weifang Zhu; Haifan Huang; Fei Shi; Zhongyue Chen; Lianyu Wang; Tingting Wang; Yi Zhou 024; Yuanyuan Peng; Liangjiu Zhu; Haoyu Chen 002; et al. (IEEE Trans. Biomed. Eng., 2022)

Speckle Noise Reduction for OCT Images Based on Image Style Transfer and Conditional GAN. - Yi Zhou 024; Kai Yu 009; Meng Wang 038; Yuhui Ma; Yuanyuan Peng; Zhongyue Chen; Weifang Zhu; Fei Shi; Xinjian Chen 001 (IEEE J. Biomed. Health Informatics, 2022)

MsTGANet: Automatic Drusen Segmentation From Retinal OCT Images. - Meng Wang 038; Weifang Zhu; Fei Shi; Jinzhu Su; Haoyu Chen 002; Kai Yu 009; Yi Zhou 024; Yuanyuan Peng; Zhongyue Chen; Xinjian Chen 001 (IEEE Trans. Medical Imaging, 2022)

Dual-Modality Grading of Keratoconus Severity Based on Corneal Topography and Clinical Indicators. - Xin Xu; Yingjie Chen; Fei Shi; Yi Zhou 024; Weifang Zhu; Song Gao; Muhammad Mateen; Xiaofeng Zhang; Xinjian Chen 001 (OMIA@MICCAI, 2023)

UAU-Net: United Attention U-Shaped Network for the Segmentation of Pigment Deposits in Fundus Images of Retinitis Pigmentosa. - Jingcheng Xu; Zhuoshi Wang; Weifang Zhu; Yi Zhou 024; Yan Sun; Zhuang Li; Ming Liu 030; Wenhao Tan; Ling Xu; Xinjian Chen 001 (OMIA@MICCAI, 2023)

Uncertainty-inspired Open Set Learning for Retinal Anomaly Identification. - Meng Wang 038; Tian Lin; Lianyu Wang; Aidi Lin; Ke Zou; Xinxing Xu; Yi Zhou 024; Yuanyuan Peng; Qingquan Meng; Yiming Qian; Guoyao Deng; Zhiqun Wu; et al. (CoRR, 2023)

Self-Guided Optimization Semi-Supervised Method for Joint Segmentation of Macular Hole and Cystoid Macular Edema in Retinal OCT Images. - Meng Wang 038; Tian Lin; Yuanyuan Peng; Weifang Zhu; Yi Zhou 024; Fei Shi; Kai Yu 009; Qingquan Meng; Yong Liu 026; Zhongyue Chen; Yuhe Shen; Dehui Xiang; et al. (IEEE Trans. Biomed. Eng., 2023)

Graph Attention U-Net for Retinal Layer Surface Detection and Choroid Neovascularization Segmentation in OCT Images. - Yuhe Shen; Jiang Li 001; Weifang Zhu; Kai Yu 009; Meng Wang 038; Yuanyuan Peng; Yi Zhou 024; Liling Guan; Xinjian Chen 001 (IEEE Trans. Medical Imaging, 2023)

A Multi-Scale Fusion and Transformer Based Registration Guided Speckle Noise Reduction for OCT Images. - Zhiwei Tan; Fei Shi; Yi Zhou 024; Jingcheng Wang; Meng Wang 038; Yuanyuan Peng; Kai Xu; Ming Liu 030; Xinjian Chen 001 (IEEE Trans. Medical Imaging, 2024)

AMeta-FD: Adversarial Meta-learning for Few-shot retinal OCT image Despeckling. - Yi Zhou 024; Tao Peng 013; Thiara Sana Ahmed; Fei Shi; Weifang Zhu; Dehui Xiang; Leopold Schmetterer; Jianxin Jiang; Bingyao Tan; Xinjian Chen 001 (Comput. Medical Imaging Graph., 2025)

Masked Vascular Structure Segmentation and Completion in Retinal Images. - Yi Zhou 024; Thiara Sana Ahmed; Meng Wang 038; Eric A. Newman; Leopold Schmetterer; Huazhu Fu; Jun Cheng 003; Bingyao Tan (IEEE Trans. Medical Imaging, 2025)