Yi Zhou - Publications, H-index & Citations

Yi Zhou

Singapore National Eye Centre

20H指数

98论文数

2.7K被引数

收录论文 17

发表时间

Curvilinear structure-preserving unpaired cross-domain medical image translation 曲线结构保持的无配对跨域医学图像翻译

Neurocomputing

IF6.5

2026-04-13

PREAI

Zihao Chen; Yi Zhou; Xudong Jiang; Li Chen; Leopold Schmetterer; Bingyao Tan; Jun Cheng

AMeta-FD: Adversarial Meta-learning for Few-shot retinal OCT image Despeckling AMeta-FD：用于小样本视网膜OCT图像去噪的对抗性元学习

Computerized Medical Imaging and Graphics

IF4.9

2025-07-04

PREAI

Yi Zhou; Tao Peng; Thiara Sana Ahmed; Fei Shi; Weifang Zhu; Dehui Xiang; Leopold Schmetterer; Jianxin Jiang; Bingyao Tan; Xinjian Chen

Data-driven rapid detection of Helicobacter pylori infection through machine learning with limited laboratory parameters in Chinese primary clinics

HELIYON

IF3.6

2024-08-01

OAAI

Zhu, Shiben; Tan, Xinyi; Huang, He; Zhou, Yi; Liu, Yang

A Multi-Scale Fusion and Transformer Based Registration Guided Speckle Noise Reduction for OCT Images

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2024-01-01

PREAI

Tan, Zhiwei; Shi, Fei; Zhou, Yi; Wang, Jingcheng; Wang, Meng; Peng, Yuanyuan; Xu, Kai; Liu, Ming; Chen, Xinjian

Evaluation of retinal vascularization in retinopathy of prematurity regressed after intravitreal ranibizumab monotherapy or without treatment based on fluorescein angiography

SCIENTIFIC REPORTS

IF3.9

2023-11-15

OAAI

Wu, Lei; Li, Manhong; Wang, Liang; Yan, Hongxiang; Zhou, Ziyi; Fan, Jing; Zhou, Yi; Gou, Kaili; Guo, Changmei; Wang, Yusheng; Zhang, Zifeng

Graph Attention U-Net for Retinal Layer Surface Detection and Choroid Neovascularization Segmentation in OCT Images

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2023-11-01

PREAI

Shen, Yuhe; Li, Jiang; Zhu, Weifang; Yu, Kai; Wang, Meng; Peng, Yuanyuan; Zhou, Yi; Guan, Liling; Chen, Xinjian

Uncertainty-inspired open set learning for retinal anomaly identification

NATURE COMMUNICATIONS

IF15.7

2023-10-24

OAAI

Wang, Meng; Lin, Tian; Wang, Lianyu; Lin, Aidi; Zou, Ke; Xu, Xinxing; Zhou, Yi; Peng, Yuanyuan; Meng, Qingquan; Qian, Yiming; Deng, Guoyao; Wu, Zhiqun; Chen, Junhong; Lin, Jianhong; Zhang, Mingzhi; Zhu, Weifang; Zhang, Changqing; Zhang, Daoqiang; Goh, Rick Siow Mong; Liu, Yong; Pang, Chi Pui; Chen, Xinjian; Chen, Haoyu; Fu, Huazhu

Multi-agent deep reinforcement learning algorithm with self-adaption division strategy for VNF-SC deployment in SDN/NFV-Enabled Networks SDN/NFV网络中vnf-sc部署自适应划分策略的多代理深度强化学习算法

APPLIED SOFT COMPUTING

IF6.6

2023-05-01

PREAI

Xuan, Hejun; Zhou, Yi; Zhao, Xuelin; Liu, Zhenghui

DHNet: High-resolution and hierarchical network for cross-domain OCT speckle noise reduction

MEDICAL PHYSICS

IF3.2

2022-06-01

PREAI

Zhou, Yi; Li, Jiang; Wang, Meng; Peng, Yuanyuan; Chen, Zhongyue; Zhu, Weifang; Shi, Fei; Wang, Lianyu; Wang, Tingting; Yao, Chenpu; Chen, Xinjian

AFENet: Attention Fusion Enhancement Network for Optic Disc Segmentation of Premature Infants

FRONTIERS IN NEUROSCIENCE

IF3.2

2022-04-19

OAAI

Peng, Yuanyuan; Zhu, Weifang; Chen, Zhongyue; Shi, Fei; Wang, Meng; Zhou, Yi; Wang, Lianyu; Shen, Yuhe; Xiang, Daoman; Chen, Feng; Chen, Xinjian

MsTGANet: Automatic Drusen Segmentation From Retinal OCT Images

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2022-02-01

PREAI

Wang, Meng; Zhu, Weifang; Shi, Fei; Su, Jinzhu; Chen, Haoyu; Yu, Kai; Zhou, Yi; Peng, Yuanyuan; Chen, Zhongyue; Chen, Xinjian

Semi-MsST-GAN: A Semi-Supervised Segmentation Method for Corneal Ulcer Segmentation in Slit-Lamp Images

FRONTIERS IN NEUROSCIENCE

IF3.2

2022-01-04

OAAI

Wang, Tingting; Wang, Meng; Zhu, Weifang; Wang, Lianyu; Chen, Zhongyue; Peng, Yuanyuan; Shi, Fei; Zhou, Yi; Yao, Chenpu; Chen, Xinjian

Speckle Noise Reduction for OCT Images Based on Image Style Transfer and Conditional GAN

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2022-01-01

PREAI

Zhou, Yi; Yu, Kai; Wang, Meng; Ma, Yuhui; Peng, Yuanyuan; Chen, Zhongyue; Zhu, Weifang; Shi, Fei; Chen, Xinjian

DW-Net: Dynamic Multi-Hierarchical Weighting Segmentation Network for Joint Segmentation of Retina Layers With Choroid Neovascularization

FRONTIERS IN NEUROSCIENCE

IF3.2

2021-12-24

OAAI

Wang, Lianyu; Wang, Meng; Wang, Tingting; Meng, Qingquan; Zhou, Yi; Peng, Yuanyuan; Zhu, Weifang; Chen, Zhongyue; Chen, Xinjian

Clinical Features of Spontaneous Regression of Retinopathy of Prematurity in China: A 5-Year Retrospective Case Series

FRONTIERS IN MEDICINE

IF3

2021-08-31

OAAI

Wang, Liang; Li, Manhong; Zhu, Jun; Yan, Hongxiang; Wu, Lei; Fan, Jing; Zhou, Yi; Gou, Kaili; Zhang, Zifeng; Wang, Yusheng

Automatic Staging for Retinopathy of Prematurity With Deep Feature Fusion and Ordinal Classification Strategy 采用深度特征融合和有序分类策略对早产儿视网膜病变进行自动分期

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2021-07-01

PREAI

Peng, Yuanyuan; Zhu, Weifang; Chen, Zhongyue; Wang, Meng; Geng, Le; Yu, Kai; Zhou, Yi; Wang, Ting; Xiang, Daoman; Chen, Feng; Chen, Xinjian

Semi-Supervised Capsule cGAN for Speckle Noise Reduction in Retinal OCT Images

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2021-04-01

PREAI

Wang, Meng; Zhu, Weifang; Yu, Kai; Chen, Zhongyue; Shi, Fei; Zhou, Yi; Ma, Yuhui; Peng, Yuanyuan; Bao, Dengsen; Feng, Shuanglang; Ye, Lei; Xiang, Dehui; Chen, Xinjian

研究方向