陈再良｜中南大学｜学者主页

2026

偏差矫正与对比学习协同的半监督MRI图像分割

陈再良，刘佰成，伍文佳，沈海澜，刘慧

《中国图象图形学报》

2026

Cross-layer prior-guided center evolution for lightweight image super-resolution

Xianshuai Li, Zhaoze Gao, Shuqing Liang, Jian Zhang, Zailiang Chen

Pattern Recognition

DOI

2026

MTR-DNET: Manifold topology and re-learning driven dual-branch network for semi-supervised OCTA vessel segmentation

Zailiang Chen, Baicheng Liu, Xinyi Liu, Yixiao Fu, Yan Tang, Hailan Shen

Pattern Recognition

DOI

2026

MR-DETR: Miss reduction DETR with context frequency attention and adaptive query allocation strategy for small object detection

Hailan Shen, Zihan Wang, Shuo Huang, Zailiang Chen

Pattern Recognition Letters

DOI

2026

PMWGAN: Physics-aware multiscale wavelet GAN for infrared image generation

Yan Tang, Hailan Shen, Zailiang Chen, Yixiao Fu, Zeshi Lu, Jian Zhang

Optics & Laser Technology

DOI

2026

GETA: Gaussian expert token aggregation for lightweight transformer super-resolution

Xianshuai Lia, Shuqing Liang, Ze Tao, Jian Zhang, Zailiang Chen

Expert Systems with Applications

DOI

2026

SAS: Superpixel-based and wavelet-guided contrastive semi-supervised method for cervical tumor segmentation

Zailiang Chen, Yixiao Fu, Wanqing Xiong, Hailan Shen, Yudi Wang, H Liu

Optics & Laser Technology

DOI

2026

A Pseudo-Label Optimization Method Based on Polar Coordinate Modeling and Prior Constraints

Yudi Wang, Hailan Shen, Yixiao Fu, Yuqi Li, Zeshi Lu, Zailiang Chen

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2026

Semi-supervised Classification Method for Class-Imbalanced Medical Images Based on Bias Correction

Hailan Shen, Zihan Wang, Qi Wu, Zailiang Chen

Lecture notes in computer science

DOI

2025

DSDC-NET: Semi-supervised superficial OCTA vessel segmentation for false positive reduction

Xinyi Liu, Hailan Shen, Wenyan Zhong, Wanqing Xiong, Zailiang Chen

Pattern Recognition

DOI

2025

Label-enhanced contrastive knowledge distillation

Zike Qiao, Ze Tao, Lingfeng He, Jian Zhang, Zailiang Chen, Hui Sun

Knowledge and Information Systems

DOI

2025

DFMF: Harnessing spectral-spatial synergy for MR image segmentation through Dual-Task Feature Mining Framework

Wenyan Zhong, Zailiang Chen, Hailan Shen, Xinyi Liu, Wanqing Xiong, Hui Lui

Computerized Medical Imaging and Graphics

DOI

2025

MMALF: Infrared and visible image fusion via manifold metric and adaptive low-rank sparse decomposition

Hailan Shen, Yingjia Tong, Shuo Huang, Zeping Liu, Zailiang Chen

Optics & Laser Technology

DOI

2025

PKL-VINS a robust monocular visual-inertial SLAM with point and keypoint-line features

Zailiang Chen, Zeping Liu, Hailan Shen, Shuo Huang, Yingjia Tong

Measurement Science and Technology

DOI

2025

DB-NeRF: An Effective Dual-Branch Representation for Neural Radiance Fields

Hailan Shen, Yixiang Jiang, Zailiang Chen, Xujing Liu, Jian Zhang

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2025

AWUR: Adaptive Wavelet and Uncertainty Refinement for Semi-Supervised Medical Image Segmentation

Hailan Shen, Yuqi Li, Zailiang Chen, Hui Liu, Wenyan Zhong, Yudi Wang

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2025

BSF-Net: Balancing small foreground regions for semi-supervised segmentation of MRI

Hailan Shen, Yudi Wang, Zailiang Chen, Wanqing Xiong, Wenjia Wu, Hui Liu

Optics & Laser Technology

DOI

2025

Tightly coupled SLAM system for indoor complex scenes

Chen Da, Zailiang Chen, Tian-Lin Song, Ya-Ping Lu

Robotica (Cambridge. Print)

DOI

2024

HAIC-NET: Semi-supervised OCTA vessel segmentation with self-supervised pretext task and dual consistency training

Hailan Shen, Zheng Tang, Yajing Li, Xuanchu Duan, Zailiang Chen

Pattern Recognition

DOI

2024

PaCaS-WAA: Patch-Based Contrastive Semi-Supervised Learning with Wavelet Guidance and Adaptive Augmentation for Tumour Segmentation

Wanqing Xiong, Zailiang Chen, Qing Liu, Wenjia Wu, Jian Zhang, Hailan Shen

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2024

Classification of recurrent major depressive disorder using a residual denoising autoencoder framework: Insights from large-scale multisite fMRI data

Peishan Dai, Yun Q. Shi, Da Lu, Ying Sheng Zhou, Jialin Luo, Zhuang He, Zailiang Chen, Beiji Zou, Hui Tang, Zhongchao Huang, Shenghui Liao

Computer Methods and Programs in Biomedicine

DOI

2023

Classification of MDD using a Transformer classifier with large‐scale multisite resting‐state fMRI data

Peishan Dai, Ying Sheng Zhou, Yun Q. Shi, Da Lu, Zailiang Chen, Beiji Zou, Kun Liu, Shenghui Liao

Human Brain Mapping

DOI

2023

Classification of recurrent major depressive disorder using a new time series feature extraction method through multisite rs-fMRI data

Peishan Dai, Da Lu, Yun Q. Shi, Ying Sheng Zhou, Tong Xiong, Xiaoyan Zhou, Zailiang Chen, Beiji Zou, Hui Tang, Zhongchao Huang, Shenghui Liao

Journal of Affective Disorders

DOI

2023

Semi-supervised OCT lesion segmentation via transformation-consistent with uncertainty and self-deep supervision

Hailan Shen, Qiao Yang, Zailiang Chen, Ziyu Ye, Peishan Dai, Xuanchu Duan

Biomedical Optics Express

DOI

2023

FDCT: Fusion-Guided Dual-View Consistency Training for semi-supervised tissue segmentation on MRI

Zailiang Chen, Yazheng Hou, Hui Liu, Ziyu Ye, Rongchang Zhao, Hailan Shen

Computers in Biology and Medicine

DOI

2023

Geometry-Adaptive Network for Robust Detection of Placenta Accreta Spectrum Disorders

Zailiang Chen, Jiang Zhu, Hailan Shen, Hui Liu, Yajing Li, Rongchang Zhao, Feiyang Yu

Lecture notes in computer science

DOI

2022

Marginal samples for knowledge distillation

Zailiang Chen, Xianxian Zheng, Hailan Shen, Jinghao Zhang, Peishan Dai, Rongchang Zhao

Neurocomputing

DOI

2022

Altered Effective Connectivity Among the Cerebellum and Cerebrum in Patients with Major Depressive Disorder Using Multisite Resting-State fMRI

Peishan Dai, Xiaoyan Zhou, Tong Xiong, Yilin Ou, Zailiang Chen, Beiji Zou, Weihui Li, Zhongchao Huang

The Cerebellum

DOI

2022

A strategy of model space search for dynamic causal modeling in task fMRI data exploratory analysis

Yilin Ou, Peishan Dai, Xiaoyan Zhou, Tong Xiong, Yang Li, Zailiang Chen, Beiji Zou

Physical and Engineering Sciences in Medicine

DOI

2022

A Pair-Metamorphosis-Decouple Synthetic Data Scheme for Color Fundus Image Registration

Zailiang Chen, Yuqi Liu, Hailan Shen, Tianhao Luo, Rongchang Zhao

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2022

FAZ-BV: A Diabetic Macular Ischemia Grading Framework Combining Faz Attention Network and Blood Vessel Enhancement Filters

Zailiang Chen, Hailei Lan, Yongan Meng, Yuchen Xiong, Jing Luo, Hailan Shen

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2022

Dual-consistency semi-supervision combined with self-supervision for vessel segmentation in retinal OCTA images

Zailiang Chen, Yuchen Xiong, Wei Hao, Rongchang Zhao, Xuanchu Duan, Hailan Shen

Biomedical Optics Express

DOI

2022

Application of Improved U-Net Convolutional Neural Network for Automatic Quantification of the Foveal Avascular Zone in Diabetic Macular Ischemia

Yongan Meng, Hailei Lan, Yuqian Hu, Zailiang Chen, Pingbo Ouyang, Jing Luo

Journal of Diabetes Research

DOI

2022

Hypergraph Representation for Detecting 3D Objects from Noisy Point Clouds

Ping Jiang, Xiaoheng Deng, Leilei Wang, Zailiang Chen, Shichao Zhang

IEEE Transactions on Knowledge and Data Engineering

DOI

2022

ED-AnoNet: Elastic Distortion-Based Unsupervised Network for OCT Image Anomaly Detection

Yajing Li, Junhua Li, Hailan Shen, Zailiang Chen

Lecture notes in computer science

DOI

2021

Diagnosing glaucoma on imbalanced data with self-ensemble dual-curriculum learning

Rongchang Zhao, Xuanlin Chen, Zailiang Chen, Shuo Li

Medical Image Analysis

DOI

2021

A refined equilibrium generative adversarial network for retinal vessel segmentation

Yukun Zhou, Zailiang Chen, Hailan Shen, Xianxian Zheng, Rongchang Zhao, Xuanchu Duan

Neurocomputing

DOI

2021

Altered Effective Connectivity of Children and Young Adults With Unilateral Amblyopia: A Resting-State Functional Magnetic Resonance Imaging Study

Peishan Dai, Xiaoyan Zhou, Yilin Ou, Tong Xiong, Jinlong Zhang, Zailiang Chen, Beiji Zou, Xin Wei, Ying Wu, Manyi Xiao

Frontiers in Neuroscience

DOI

2020

Ground truth free retinal vessel segmentation by learning from simple pixels

Beiji Zou, Hongpu Fu, Zailiang Chen, Qing Liu

IET Image Processing

DOI

2020

AneNet: A lightweight network for the real-time anemia screening from retinal vessel optical coherence tomography images

Hao Wei, Hailan Shen, Junhua Li, Rongchang Zhao, Zailiang Chen

Optics & Laser Technology

DOI

2020

The delineation of largely deformed brain midline using regression‐based line detection network

Hao Wei, Xiangyu Tang, Minqing Zhang, Qingfeng Li, Xiaodan Xing, Xiang Sean Zhou, Zhong Xue, Wenzhen Zhu, Zailiang Chen, Feng Shi

Medical Physics

DOI

2020

EGDCL: An Adaptive Curriculum Learning Framework for Unbiased Glaucoma Diagnosis

Rongchang Zhao, Xuanlin Chen, Zailiang Chen, Shuo Li

Lecture notes in computer science

DOI

2020

Improving Knowledge Distillation via Category Structure

Zailiang Chen, Xianxian Zheng, Hailan Shen, Ziyang Zeng, Yukun Zhou, Rongchang Zhao

Lecture notes in computer science

DOI

2019

Combination of Enhanced Depth Imaging Optical Coherence Tomography and Fundus Images for Glaucoma Screening

Zailiang Chen, Xianxian Zheng, Hailan Shen, Ziyang Zeng, Qing Liu, Zhuo Li

Journal Of Medical Systems，Vol. 43, No. 6

DOI

2019

A spatial-aware joint optic disc and cup segmentation method

Qing Liu, Xiaopeng Hong, Shuo Li, Zailiang Chen, Guoying Zhao, Beiji Zou

Neurocomputing

DOI

2019

Retinal vessel segmentation using dense U-net with multiscale inputs

Kejuan Yue, Beiji Zou, Zailiang Chen, Qing Liu

Journal of medical imaging

DOI

2019

Automated segmentation of fluid regions in optical coherence tomography B-scan images of age-related macular degeneration

Zailiang Chen, Dabao Li, Hailan Shen, Hailan Mo, Ziyang Zeng, Hao Wei

Optics & Laser Technology

DOI

2019

DN-GAN: Denoising generative adversarial networks for speckle noise reduction in optical coherence tomography images

Zailiang Chen, Ziyang Zeng, Hailan Shen, Xianxian Zheng, Peishan Dai, Pingbo Ouyang

Biomedical Signal Processing and Control

DOI

2019

Direct Cup-to-Disc Ratio Estimation for Glaucoma Screening via Semi-Supervised Learning

Rongchang Zhao, Xuanlin Chen, Xiyao Liu, Zailiang Chen, Fan Guo, Shuo Li

IEEE Journal of Biomedical and Health Informatics

DOI

2019

Altered Spontaneous Brain Activity of Children with Unilateral Amblyopia: A Resting State fMRI Study

Peishan Dai, Jinlong Zhang, Jing Wu, Zailiang Chen, Beiji Zou, Ying Wu, Xin Wei, Manyi Xiao

Neural Plasticity

DOI

2019

Weakly-Supervised Simultaneous Evidence Identification and Segmentation for Automated Glaucoma Diagnosis

Rongchang Zhao, Wangmin Liao, Beiji Zou, Zailiang Chen, Shuo Li

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2019

DDNet: Cartesian-polar Dual-domain Network for the Joint Optic Disc and Cup Segmentation

Q. Liu, Xiao-Peng Hong, Wei Ke, Zailiang Chen, Bei-Ji Zou

arXiv.org

2019

Automated retinal layer segmentation in OCT images of age‐related macular degeneration

Zailiang Chen, Dabao Li, Hailan Shen, Yufang Mo, Hao Wei, Pingbo Ouyang

IET Image Processing

DOI

2019

Region-segmentation strategy for Bruch’s membrane opening detection in spectral domain optical coherence tomography images

Zailiang Chen, Peng Peng, Hailan Shen, Hao Wei, Pingbo Ouyang, Xuanchu Duan

Biomedical Optics Express

DOI

2019

Saliency‐Based Segmentation of Optic Disc in Retinal Images

Beiji Zou, Qing Liu, Kejuan Yue, Zailiang Chen, Jie Chen, Guoying Zhao

Chinese Journal of Electronics

DOI

2019

Multi-index Optic Disc Quantification via MultiTask Ensemble Learning

Rongchang Zhao, Zailiang Chen, Xiyao Liu, Beiji Zou, Shuo Li

Lecture notes in computer science

DOI

2019

Regression-Based Line Detection Network for Delineation of Largely Deformed Brain Midline

Hao Wei, Xiangyu Tang, Minqing Zhang, Qingfeng Li, Xiaodan Xing, Xiang Sean Zhou, Zhong Xue, Wenzhen Zhu, Zailiang Chen, Feng Shi

Lecture notes in computer science

DOI

2019

Dual-attention Focused Module for Weakly Supervised Object Localization

Yukun Zhou, Zailiang Chen, Hailan Shen, Qing Liu, Rongchang Zhao, Yixiong Liang

arXiv.org

2018

基于空间连续性约束的视乳头区域视网膜内层次分割与参数测量（英文）

陈再良，魏浩，沈海澜，彭鹏，岳珂娟，李建锋，邹北骥

Journal of Central South University

2018

辅助青光眼研究的具有DDLS自动分类功能的眼底图像标注工具（英文）

邹北骥，郭云镝，陈再良，何骐，朱承璋，欧阳平波

Journal of Central South University

2018

Retinal vessel optical coherence tomography images for anemia screening

Zailiang Chen, Yufang Mo, Pingbo Ouyang, Hailan Shen, Dabao Li, Rongchang Zhao

Medical & Biological Engineering & Computing

DOI

2018

BGIDB: A fundus ground truth building tool with automatic DDLS classification for glaucoma research

Beiji Zou, Yundi Guo, Zailiang Chen, Qi Fang He, Chengzhang Zhu, Pingbo Ouyang

Journal of Central South University

DOI

2018

Intraretinal layer segmentation and parameter measurement in optic nerve head region through energy function of spatial-gradient continuity constraint

Zailiang Chen, Hao Wei, Hailan Shen, Peng Peng, Kejuan Yue, Jianfeng Li, Beiji Zou

Journal of Central South University

DOI

2018

3D Filtering by Block Matching and Convolutional Neural Network for Image Denoising

Beiji Zou, Yundi Guo, Qi Fang He, Pingbo Ouyang, Ke Liu, Zailiang Chen

Journal of Computer Science and Technology

DOI

2018

Improved multi‐scale line detection method for retinal blood vessel segmentation

Kejuan Yue, Beiji Zou, Zailiang Chen, Qing Liu

IET Image Processing

DOI

2017

聚合多通道特征的青光眼自动检测

赵荣昌，陈再良，段宣初，陈奇林，刘可，朱承璋

《计算机辅助设计与图形学学报》

2017

基于置信度计算的快速眼底图像视盘定位

吴慧，陈再良，欧阳平波，陈昌龙，邹北骥

《计算机辅助设计与图形学学报》

2017

Hierarchical Contour Closure-Based Holistic Salient Object Detection

Qing Liu, Xiaopeng Hong, Beiji Zou, Jie Chen, Zailiang Chen, Guoying Zhao

IEEE Transactions on Image Processing

DOI

2017

Supervised Vessels Classification Based on Feature Selection

Beiji Zou, Yao Chen, Chengzhang Zhu, Zailiang Chen, Ziqian Zhang

Journal of Computer Science and Technology

DOI

2017

Automatic Anterior Lamina Cribrosa Surface Depth Measurement Based on Active Contour and Energy Constraint

Zailiang Chen, Peng Peng, Beiji Zou, Hailan Shen, Hao Wei, Rongchang Zhao

Journal of Computer Science and Technology

DOI

2017

Classified optic disc localization algorithm based on verification model

Beiji Zou, Changlong Chen, Chengzhang Zhu, Xuanchu Duan, Zailiang Chen

Computers & Graphics

DOI

2017

カラー眼底画像中の自動浸出液セグメンテーションのための位置へのセグメンテーション戦略【Powered by NICT】

Qing Liu, Bei-ji Zou, Jie Chen, Wei Ke, Kejuan Yue, Zailiang Chen, Guo-Ying Zhao

2017

極端学習機械を用いたカラー眼底画像における網膜血管セグメンテーション【Powered by NICT】

Cheng-Zhang Zhu, Bei-ji Zou, Rongchang Zhao, Jinkai Cui, Xuanchu Duan, Zailiang Chen, Yi-Xiong Liang

2016

Natural scene text detection by multi-scale adaptive color clustering and non-text filtering

Hui Wu, Beiji Zou, Yuqian Zhao, Zailiang Chen, Chengzhang Zhu, Jianjing Guo

Neurocomputing

DOI

2016

Optic Cup Segmentation Using Large Pixel Patch Based CNNs

Yundi Guo, Beiji Zou, Zailiang Chen, Qi Fang He, Qing Liu, Rongchang Zhao

DOI

2016

Retinal Vessel Segmentation from Simple to Difficult

Qing Liu, Beiji Zou, Jie Chen, Zailiang Chen, Chengzhang Zhu, Kejuan Yue, Guoying Zhao

DOI

2016

A location-to-segmentation strategy for automatic exudate segmentation in colour retinal fundus images

Qing Liu, Beiji Zou, Jie Chen, Wei Ke, Kejuan Yue, Zailiang Chen, Guoying Zhao

Computerized Medical Imaging and Graphics

DOI

2016

Retinal vessel segmentation in colour fundus images using Extreme Learning Machine

Chengzhang Zhu, Beiji Zou, Rongchang Zhao, Jinkai Cui, Xuanchu Duan, Zailiang Chen, Yixiong Liang

Computerized Medical Imaging and Graphics

DOI

2016

ROI extraction based on visual salience and visual evaluation

Zailiang Chen, Huajie Huang, Hailan Shen, Beiji Zou, Jiang Wang

International Journal of Autonomous and Adaptive Communications Systems

DOI

2016

マルチスケール適応カラークラスタリングと非テキストフィルタリングによる自然シーンテキスト検出【Powered by NICT】

Hui-Di Wu, Bei-ji Zou, Yu-qian Zhao, Zailiang Chen, Cheng-Zhang Zhu, Jian-Jing Guo

2015

Surroundedness based multiscale saliency detection

Beiji Zou, Qing Liu, Zailiang Chen, Hongpu Fu, Chengzhang Zhu

Journal of Visual Communication and Image Representation

DOI

2015

Saliency detection using boundary information

Beiji Zou, Qing Liu, Zailiang Chen, Shijian Liu, Xiaoyun Zhang

Multimedia Systems

DOI

2015

Automatic whole dental crown segmentation method through harmonic-field-based three-dimensional tooth jaw model

Sheng-Hui Liao, Shijian Liu, Xiong Luo, Yixiong Liang, Bei-ji Zou, Jun-Hui Huang, Zailiang Chen, Lei Wang, Yao Xiang

2013

Extraction method based on facial features cartoon characters qualitative spatial relations

Lei Wang, Bei-ji Zou, Wang-Yang Cai, Zailiang Chen, Shenghui Liao

2013

Cartoon figure facial feature extraction method based on qualitative space relation

Lei Wang, Bei-ji Zou, Wang-Yang Cai, Zailiang Chen, Shenghui Liao

2012

结合视觉注意和纹理特征提取感兴趣区域算法

陈再良，刘晴，邹北骥，沈海澜，周浩宇

《小型微型计算机系统》

2012

An Efficient Framework for Image Matching

Shenghui Liao, Zailiang Chen, Beiji Zou

Physics Procedia

DOI

2012

PCNN Based Welding Seam Image Segmentation Algorithm

Bei-ji Zou, Haoyu Zhou, Zailiang Chen, Hao Chen, Gu-Jian Xin

DOI

2011

基于方向特征融合的感兴趣区域提取算法

陈再良，邹北骥，李海冰，史操

《华中科技大学学报(自然科学版)》

2011

结合最大方差比准则和PCNN模型的图像分割

辛国江，邹北骥，李建锋，陈再良，蔡美玲

《中国图象图形学报》

2011

Image segmentation with PCNN model and maximum of variance ratio

Guo-Jiang Xin, Bei-ji Zou, Jian-Feng Li, Zailiang Chen, Mei-Ling Cai

Journal of Image and Graphics

DOI

2011

Method for extracting image region of interest based on eye movement data and bottom-layer features

Qing Liu, Bei-ji Zou, Zailiang Chen, Xu Gao

精选作品

期刊论文

偏差矫正与对比学习协同的半监督MRI图像分割

Cross-layer prior-guided center evolution for lightweight image super-resolution

MTR-DNET: Manifold topology and re-learning driven dual-branch network for semi-supervised OCTA vessel segmentation

MR-DETR: Miss reduction DETR with context frequency attention and adaptive query allocation strategy for small object detection

PMWGAN: Physics-aware multiscale wavelet GAN for infrared image generation

GETA: Gaussian expert token aggregation for lightweight transformer super-resolution

SAS: Superpixel-based and wavelet-guided contrastive semi-supervised method for cervical tumor segmentation

A Pseudo-Label Optimization Method Based on Polar Coordinate Modeling and Prior Constraints

Semi-supervised Classification Method for Class-Imbalanced Medical Images Based on Bias Correction

DSDC-NET: Semi-supervised superficial OCTA vessel segmentation for false positive reduction

Label-enhanced contrastive knowledge distillation

DFMF: Harnessing spectral-spatial synergy for MR image segmentation through Dual-Task Feature Mining Framework

MMALF: Infrared and visible image fusion via manifold metric and adaptive low-rank sparse decomposition

PKL-VINS a robust monocular visual-inertial SLAM with point and keypoint-line features

DB-NeRF: An Effective Dual-Branch Representation for Neural Radiance Fields

AWUR: Adaptive Wavelet and Uncertainty Refinement for Semi-Supervised Medical Image Segmentation

BSF-Net: Balancing small foreground regions for semi-supervised segmentation of MRI

Tightly coupled SLAM system for indoor complex scenes

HAIC-NET: Semi-supervised OCTA vessel segmentation with self-supervised pretext task and dual consistency training

PaCaS-WAA: Patch-Based Contrastive Semi-Supervised Learning with Wavelet Guidance and Adaptive Augmentation for Tumour Segmentation

Classification of recurrent major depressive disorder using a residual denoising autoencoder framework: Insights from large-scale multisite fMRI data

Classification of MDD using a Transformer classifier with large‐scale multisite resting‐state fMRI data

Classification of recurrent major depressive disorder using a new time series feature extraction method through multisite rs-fMRI data

Semi-supervised OCT lesion segmentation via transformation-consistent with uncertainty and self-deep supervision

FDCT: Fusion-Guided Dual-View Consistency Training for semi-supervised tissue segmentation on MRI

Geometry-Adaptive Network for Robust Detection of Placenta Accreta Spectrum Disorders

Marginal samples for knowledge distillation

Altered Effective Connectivity Among the Cerebellum and Cerebrum in Patients with Major Depressive Disorder Using Multisite Resting-State fMRI

A strategy of model space search for dynamic causal modeling in task fMRI data exploratory analysis

A Pair-Metamorphosis-Decouple Synthetic Data Scheme for Color Fundus Image Registration

FAZ-BV: A Diabetic Macular Ischemia Grading Framework Combining Faz Attention Network and Blood Vessel Enhancement Filters

Dual-consistency semi-supervision combined with self-supervision for vessel segmentation in retinal OCTA images

Application of Improved U-Net Convolutional Neural Network for Automatic Quantification of the Foveal Avascular Zone in Diabetic Macular Ischemia

Hypergraph Representation for Detecting 3D Objects from Noisy Point Clouds

ED-AnoNet: Elastic Distortion-Based Unsupervised Network for OCT Image Anomaly Detection

Diagnosing glaucoma on imbalanced data with self-ensemble dual-curriculum learning

A refined equilibrium generative adversarial network for retinal vessel segmentation

Altered Effective Connectivity of Children and Young Adults With Unilateral Amblyopia: A Resting-State Functional Magnetic Resonance Imaging Study

Ground truth free retinal vessel segmentation by learning from simple pixels

AneNet: A lightweight network for the real-time anemia screening from retinal vessel optical coherence tomography images

The delineation of largely deformed brain midline using regression‐based line detection network

EGDCL: An Adaptive Curriculum Learning Framework for Unbiased Glaucoma Diagnosis

Improving Knowledge Distillation via Category Structure

Combination of Enhanced Depth Imaging Optical Coherence Tomography and Fundus Images for Glaucoma Screening

A spatial-aware joint optic disc and cup segmentation method

Retinal vessel segmentation using dense U-net with multiscale inputs

Automated segmentation of fluid regions in optical coherence tomography B-scan images of age-related macular degeneration

DN-GAN: Denoising generative adversarial networks for speckle noise reduction in optical coherence tomography images

Direct Cup-to-Disc Ratio Estimation for Glaucoma Screening via Semi-Supervised Learning

Altered Spontaneous Brain Activity of Children with Unilateral Amblyopia: A Resting State fMRI Study

Weakly-Supervised Simultaneous Evidence Identification and Segmentation for Automated Glaucoma Diagnosis

DDNet: Cartesian-polar Dual-domain Network for the Joint Optic Disc and Cup Segmentation

Automated retinal layer segmentation in OCT images of age‐related macular degeneration

Region-segmentation strategy for Bruch’s membrane opening detection in spectral domain optical coherence tomography images

Saliency‐Based Segmentation of Optic Disc in Retinal Images

Multi-index Optic Disc Quantification via MultiTask Ensemble Learning

Regression-Based Line Detection Network for Delineation of Largely Deformed Brain Midline

Dual-attention Focused Module for Weakly Supervised Object Localization

基于空间连续性约束的视乳头区域视网膜内层次分割与参数测量（英文）

辅助青光眼研究的具有DDLS自动分类功能的眼底图像标注工具（英文）

Retinal vessel optical coherence tomography images for anemia screening

BGIDB: A fundus ground truth building tool with automatic DDLS classification for glaucoma research

Intraretinal layer segmentation and parameter measurement in optic nerve head region through energy function of spatial-gradient continuity constraint

3D Filtering by Block Matching and Convolutional Neural Network for Image Denoising

Improved multi‐scale line detection method for retinal blood vessel segmentation

聚合多通道特征的青光眼自动检测

基于置信度计算的快速眼底图像视盘定位

Hierarchical Contour Closure-Based Holistic Salient Object Detection

Supervised Vessels Classification Based on Feature Selection

Automatic Anterior Lamina Cribrosa Surface Depth Measurement Based on Active Contour and Energy Constraint

Classified optic disc localization algorithm based on verification model

カラー眼底画像中の自動浸出液セグメンテーションのための位置へのセグメンテーション戦略【Powered by NICT】

極端学習機械を用いたカラー眼底画像における網膜血管セグメンテーション【Powered by NICT】

Natural scene text detection by multi-scale adaptive color clustering and non-text filtering

Optic Cup Segmentation Using Large Pixel Patch Based CNNs

Retinal Vessel Segmentation from Simple to Difficult

A location-to-segmentation strategy for automatic exudate segmentation in colour retinal fundus images

Retinal vessel segmentation in colour fundus images using Extreme Learning Machine