Jiong Zhang

According to our database, Jiong Zhang authored at least 73 papers between 2014 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

SurfGNN: A robust surface-based prediction model with interpretability for coactivation maps of spatial and cortical features.

Zhuoshuo Li, Jiong Zhang, Youbing Zeng, Jiaying Lin, Dan Zhang, Jianjia Zhang, Duan Xu, Hosung Kim, Bingguang Liu, Mengting Liu

Medical Image Anal., 2026

2025

Neovascularization Segmentation via a Multilateral Interaction-Enhanced Graph Convolutional Network.

Tao Chen, Dan Zhang, Da Chen, Huazhu Fu, Kai Jin, Shanshan Wang, Laurent D. Cohen, Yitian Zhao, Quanyong Yi, Jiong Zhang

IEEE Trans. Pattern Anal. Mach. Intell., December, 2025

Prompt Mechanisms in Medical Imaging: A Comprehensive Survey.

Hao Yang, Xinlong Liang, Zhang Li, Yue Sun, Zheyu Hu, Xinghe Xie, Behdad Dashtbozorg, Jincheng Huang, Shiwei Zhu, Luyi Han, Jiong Zhang, Shanshan Wang, Ritse Mann, Qifeng Yu, Tao Tan

CoRR, July, 2025

DSCA: A Digital Subtraction Angiography Sequence Dataset and Spatio-Temporal Model for Cerebral Artery Segmentation.

Jiong Zhang, Qihang Xie, Lei Mou, Dan Zhang, Da Chen, Caifeng Shan, Yitian Zhao, Ruisheng Su, Mengguo Guo

IEEE Trans. Medical Imaging, June, 2025

RSAPower: Random Style Augmentation Driven Structure Perception Network for Generalized Retinal OCT Fluid Segmentation.

Chenggang Lu, Zhitao Guo, Dan Zhang, Lei Mou, Jinli Yuan, Shaodong Ma, Da Chen, Yitian Zhao, Kewen Xia, Jiong Zhang

IEEE Trans. Medical Imaging, May, 2025

$\text{MR}^{2}$-Net: Retinal OCTA Image Stitching via Multi-Scale Representation Learning and Dynamic Location Guidance.

Haiting Mao, Yuhui Ma, Dan Zhang, Yanda Meng, Shaodong Ma, Yuchuan Qiao, Huazhu Fu, Caifeng Shan, Da Chen, Yitian Zhao, Jiong Zhang

IEEE J. Biomed. Health Informatics, January, 2025

3D microvascular reconstruction in retinal OCT angiography images via domain-adaptive learning.

Jiong Zhang, Shuai Yu, Yonghuai Liu, Dan Zhang, Jianyang Xie, Tao Chen, Yalin Zheng, Huazhu Fu, Yitian Zhao

Pattern Recognit., 2025

S2A-Net: Retinal structure segmentation in OCTA images through a spatially self-aware multitask network.

Jiaqi Guo, Jinkui Hao, Lei Mou, Huaying Hao, Jiong Zhang, Yitian Zhao

Biomed. Signal Process. Control., 2025

Automating vessel segmentation in the heart and brain: A trend to develop multi-modality and label-efficient deep learning techniques.

Nazik Elsayed, Yousuf Babiker M. Osman, Cheng Li, Jiarun Liu, Weixin Si, Jiong Zhang, Shanshan Wang

Biomed. Signal Process. Control., 2025

CLIP-DSA: Textual Knowledge-Guided Cerebrovascular Diseases Recognition in Multi-view Digital Subtraction Angiography.

Qihang Xie, Dan Zhang, Mengting Liu, Jianwei Zhang, Ruisheng Su, Caifeng Shan, Jiong Zhang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Cross-Modal Graph Learning for Perivascular Spaces Segmentation.

Tao Chen, Dan Zhang, Xi Long, Marcel Breeuwer, Sveta Zinger, Peiyu Huang, Jiong Zhang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Msapnet: Multi-Scale and Multi-Axial Perception Network for Retinal Layers and Lesion Segmentation.

Wentao Yu, Chenggang Lu, Quanyong Yi, Jiong Zhang, Caifeng Shan

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Dilation-Assisted Contrastive Learning for Corneal Nerve Segmentation in Corneal Confocal Microscopy.

Hongshuo Li, Lei Mou, Jinkui Hao, Jiong Zhang, Yitian Zhao

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

2024

COSTA: A Multi-Center TOF-MRA Dataset and a Style Self-Consistency Network for Cerebrovascular Segmentation.

Lei Mou, Jinghui Lin, Yifan Zhao, Yonghuai Liu, Shaodong Ma, Jiong Zhang, Wenhao Lv, Tao Zhou, Jiang Liu, Alejandro F. Frangi, Yitian Zhao

IEEE Trans. Medical Imaging, December, 2024

Self-Guided Adversarial Network for Domain Adaptive Retinal Layer Segmentation.

Jiong Zhang, Chenggang Lu, Ran Song, Yalin Zheng, Huaying Hao, Yanda Meng, Yitian Zhao

IEEE Trans. Instrum. Meas., 2024

Early detection of dementia through retinal imaging and trustworthy AI.

Jinkui Hao, William Robert Kwapong, Ting Shen, Huazhu Fu, Yanwu Xu, Qinkang Lu, Shouyue Liu, Jiong Zhang, Yonghuai Liu, Yifan Zhao, Yalin Zheng, Alejandro F. Frangi, Shuting Zhang, Hong Qi, Yitian Zhao

npj Digit. Medicine, 2024

BSANet: Boundary-aware and scale-aggregation networks for CMR image segmentation.

Dan Zhang, Chenggang Lu, Tao Tan, Behdad Dashtbozorg, Xi Long, Xiayu Xu, Jiong Zhang, Caifeng Shan

Neurocomputing, 2024

GAPNet: Granularity Attention Network with Anatomy-Prior-Constraint for Carotid Artery Segmentation.

Lin Zhang, Chenggang Lu, Xin-yang Shi, Caifeng Shan, Jiong Zhang, Da Chen, Laurent D. Cohen

CoRR, 2024

A ranking-based multi-scale feature calibration network for nuclear cataract grading in AS-OCT images.

Yuanyuan Gu, Lixin Fang, Lei Mou, Shaodong Ma, Qifeng Yan, Jiong Zhang, Fang Liu, Jiang Liu, Yitian Zhao

Biomed. Signal Process. Control., 2024

CLIP-DR: Textual Knowledge-Guided Diabetic Retinopathy Grading with Ranking-Aware Prompting.

Qinkai Yu, Jianyang Xie, Anh Nguyen, He Zhao, Jiong Zhang, Huazhu Fu, Yitian Zhao, Yalin Zheng, Yanda Meng

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

DSNet: A Spatio-Temporal Consistency Network for Cerebrovascular Segmentation in Digital Subtraction Angiography Sequences.

Qihang Xie, Dan Zhang, Lei Mou, Shanshan Wang, Yitian Zhao, Mengguo Guo, Jiong Zhang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

A Hyperreflective Foci Segmentation Network for OCT Images with Multi-dimensional Semantic Enhancement.

Xingguo Wang, Yuhui Ma, Xinyu Guo, Yalin Zheng, Jiong Zhang, Yonghuai Liu, Yitian Zhao

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

MPMNet: Modal Prior Mutual-Support Network for Age-Related Macular Degeneration Classification.

Yuanyuan Li, Huaying Hao, Dan Zhang, Huazhu Fu, Mengting Liu, Caifeng Shan, Yitian Zhao, Jiong Zhang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Clinical Insight-Augmented Multi-View Learning for Alzheimer's Detection in Retinal OCTA Images.

Yuandi Zhang, Jinkui Hao, Botian Zheng, Yonghuai Liu, Yanda Meng, Jiong Zhang, Yang Chen, Chunfeng Yang, Yitian Zhao

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

Automatic choroid layer segmentation in OCT images via context efficient adaptive network.

Qifeng Yan, Yuanyuan Gu, Jinyu Zhao, Wenjun Wu, Yuhui Ma, Jiang Liu, Jiong Zhang, Yitian Zhao

Appl. Intell., March, 2023

AV-casNet: Fully Automatic Arteriole-Venule Segmentation and Differentiation in OCT Angiography.

Xiayu Xu, Peiwei Yang, Hualin Wang, Zhanfeng Xiao, Gang Xing, Xiulan Zhang, Wei Wang, Feng Xu, Jiong Zhang, Jianqin Lei

IEEE Trans. Medical Imaging, February, 2023

Dual-Path and Multi-Scale Enhanced Attention Network for Retinal Diseases Classification Using Ultra-Wide-Field Images.

Fangsheng Chen, Shaodong Ma, Jinkui Hao, Mengting Liu, Yuanyuan Gu, Quanyong Yi, Jiong Zhang, Yitian Zhao

IEEE Access, 2023

Polar-Net: A Clinical-Friendly Model for Alzheimer's Disease Detection in OCTA Images.

Shouyue Liu, Jinkui Hao, Yanwu Xu, Huazhu Fu, Xinyu Guo, Jiang Liu, Yalin Zheng, Yonghuai Liu, Jiong Zhang, Yitian Zhao

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Privileged Modality Guided Network for Retinal Vessel Segmentation in Ultra-Wide-Field Images.

Xuefei Li, Huaying Hao, Huazhu Fu, Dan Zhang, Da Chen, Yuchuan Qiao, Jiang Liu, Yitian Zhao, Jiong Zhang

Proceedings of the Ophthalmic Medical Image Analysis - 10th International Workshop, 2023

RBGNet: Reliable Boundary-Guided Segmentation of Choroidal Neovascularization.

Tao Chen, Yitian Zhao, Lei Mou, Dan Zhang, Xiayu Xu, Mengting Liu, Huazhu Fu, Jiong Zhang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Structure Constrained Diffusion Models for Pterygium Segmentation.

Xinyu Guo, Zhouqian Wang, Huaying Hao, Qinxiang Zheng, Jiong Zhang, Wei Chen, Yitian Zhao

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

A Hybrid Supervised Fusion Deep Learning Framework for Microscope Multi-Focus Images.

Qiuhui Yang, Hao Chen, Mingfeng Jiang, Mingwei Wang, Jiong Zhang, Yue Sun, Tao Tan

Proceedings of the Advances in Computer Graphics, 2023

SPC-Net: Structure-Aware Pixel-Level Contrastive Learning Network for OCTA A/V Segmentation and Differentiation.

Hanlin Liu, Huaying Hao, Yuhui Ma, Lijun Guo, Jiong Zhang, Yitian Zhao

Proceedings of the Advances in Computer Graphics, 2023

2022

Multi-Scale Pathological Fluid Segmentation in OCT With a Novel Curvature Loss in Convolutional Neural Network.

Gang Xing, Li Chen, Hualin Wang, Jiong Zhang, Dongke Sun, Feng Xu, Jianqin Lei, Xiayu Xu

IEEE Trans. Medical Imaging, 2022

DeepGrading: Deep Learning Grading of Corneal Nerve Tortuosity.

Lei Mou, Hong Qi, Yonghuai Liu, Yalin Zheng, Peter Matthew, Pan Su, Jiang Liu, Jiong Zhang, Yitian Zhao

IEEE Trans. Medical Imaging, 2022

Retinal Structure Detection in OCTA Image via Voting-Based Multitask Learning.

Jinkui Hao, Ting Shen, Xueli Zhu, Yonghuai Liu, Ardhendu Behera, Dan Zhang, Bang Chen, Jiang Liu, Jiong Zhang, Yitian Zhao

IEEE Trans. Medical Imaging, 2022

Sparse-Based Domain Adaptation Network for OCTA Image Super-Resolution Reconstruction.

Huaying Hao, Cong Xu, Dan Zhang, Qifeng Yan, Jiong Zhang, Yue Liu, Yitian Zhao

IEEE J. Biomed. Health Informatics, 2022

Uncertainty-guided graph attention network for parapneumonic effusion diagnosis.

Jinkui Hao, Jiang Liu, Ella Pereira, Ri Liu, Jiong Zhang, Yangfan Zhang, Kun Yan, Yan Gong, Jianjun Zheng, Jingfeng Zhang, Yonghuai Liu, Yitian Zhao

Medical Image Anal., 2022

Retinal Structure Detection in OCTA Image via Voting-based Multi-task Learning.

Jinkui Hao, Ting Shen, Xueli Zhu, Yonghuai Liu, Ardhendu Behera, Dan Zhang, Bang Chen, Jiang Liu, Jiong Zhang, Yitian Zhao

CoRR, 2022

NerveFormer: A Cross-Sample Aggregation Network for Corneal Nerve Segmentation.

Jiayu Chen, Lei Mou, Shaodong Ma, Huazhu Fu, Lijun Guo, Yalin Zheng, Jiong Zhang, Yitian Zhao

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Unsupervised Lesion-Aware Transfer Learning for Diabetic Retinopathy Grading in Ultra-Wide-Field Fundus Photography.

Yanmiao Bai, Jinkui Hao, Huazhu Fu, Yan Hu, Xinting Ge, Jiang Liu, Yitian Zhao, Jiong Zhang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

DeLashNet: A Deep Network for Eyelash Artifact Removal in Ultra-Wide-Field Fundus Images.

Dengfeng Sha, Yuhui Ma, Dan Zhang, Jiong Zhang, Yitian Zhao

Proceedings of the 2022 The 5th International Conference on Control and Computer Vision, 2022

Topology-Aware Learning for Semi-supervised Cross-domain Retinal Artery/Vein Classification.

Hanlin Liu, Jianyang Xie, Yonghuai Liu, Huaying Hao, Lijun Guo, Jiong Zhang, Yitian Zhao

Proceedings of the Advances in Computer Graphics, 2022

2021

Structure and Illumination Constrained GAN for Medical Image Enhancement.

Yuhui Ma, Jiang Liu, Yonghuai Liu, Huazhu Fu, Yan Hu, Jun Cheng, Hong Qi, Yufei Wu, Jiong Zhang, Yitian Zhao

IEEE Trans. Medical Imaging, 2021

ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model.

Yuhui Ma, Huaying Hao, Jianyang Xie, Huazhu Fu, Jiong Zhang, Jianlong Yang, Zhen Wang, Jiang Liu, Yalin Zheng, Yitian Zhao

IEEE Trans. Medical Imaging, 2021

A Hybrid DCNN-SVM Model for Classifying Neonatal Sleep and Wake States Based on Facial Expressions in Video.

Muhammad Awais, Xi Long, Bin Yin, Saadullah Farooq Abbasi, Saeed Akbarzadeh, Chunmei Lu, Xinhua Wang, Laishuan Wang, Jiong Zhang, Jeroen Dudink, Wei Chen

IEEE J. Biomed. Health Informatics, 2021

Angle-closure assessment in anterior segment OCT images via deep learning.

Huaying Hao, Yitian Zhao, Qifeng Yan, Risa Higashita, Jiong Zhang, Yifan Zhao, Yanwu Xu, Fei Li, Xiulan Zhang, Jiang Liu

Medical Image Anal., 2021

Guided Adversarial Adaptation Network for Retinal and Choroidal Layer Segmentation.

Jingyu Zhao, Jiong Zhang, Bin Deng, Yalin Zheng, Jiang Liu, Ran Song, Yitian Zhao

Proceedings of the Ophthalmic Medical Image Analysis - 8th International Workshop, 2021

Cross-Domain Depth Estimation Network for 3D Vessel Reconstruction in OCT Angiography.

Shuai Yu, Yonghuai Liu, Jiong Zhang, Jianyang Xie, Yalin Zheng, Jiang Liu, Yitian Zhao

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

3D Vessel Reconstruction In Oct-Angiography Via Depth Map Estimation.

Shuai Yu, Jianyang Xie, Jinkui Hao, Yalin Zheng, Jiong Zhang, Yan Hu, Jiang Liu, Yitian Zhao

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020

Corrections to "Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy".

Yitian Zhao, Jiong Zhang, Ella Pereira, Yalin Zheng, Pan Su, Jianyang Xie, Yifan Zhao, Yonggang Shi, Hong Qi, Jiang Liu, Yonghuai Liu

IEEE Trans. Medical Imaging, 2020

Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy.

Yitian Zhao, Jiong Zhang, Ella Pereira, Yalin Zheng, Pan Su, Jianyang Xie, Yifan Zhao, Yonggang Shi, Hong Qi, Jiang Liu, Yonghuai Liu

IEEE Trans. Medical Imaging, 2020

3D Shape Modeling and Analysis of Retinal Microvasculature in OCT-Angiography Images.

Jiong Zhang, Yuchuan Qiao, Mona Sharifi Sarabi, Maziyar M. Khansari, Jin-Kyu Gahm, Amir H. Kashani, Yonggang Shi

IEEE Trans. Medical Imaging, 2020

Automated Deformation-Based Analysis of 3D Optical Coherence Tomography in Diabetic Retinopathy.

Maziyar M. Khansari, Jiong Zhang, Yuchuan Qiao, Jin-Kyu Gahm, Mona Sharifi Sarabi, Amir H. Kashani, Yonggang Shi

IEEE Trans. Medical Imaging, 2020

3D Retinal Vessel Density Mapping With OCT-Angiography.

Mona Sharifi Sarabi, Maziyar M. Khansari, Jiong Zhang, Sam Kushner-Lenhoff, Jin-Kyu Gahm, Yuchuan Qiao, Amir H. Kashani, Yonggang Shi

IEEE J. Biomed. Health Informatics, 2020

ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model.

Yuhui Ma, Huaying Hao, Huazhu Fu, Jiong Zhang, Jianlong Yang, Jiang Liu, Yalin Zheng, Yitian Zhao

CoRR, 2020

Trajectory Grouping with Curvature Regularization for Tubular Structure Tracking.

Li Liu, Jiong Zhang, Da Chen, Huazhong Shu, Laurent D. Cohen

CoRR, 2020

2019

Minimal Paths for Tubular Structure Segmentation With Coherence Penalty and Adaptive Anisotropy.

Da Chen, Jiong Zhang, Laurent D. Cohen

IEEE Trans. Image Process., 2019

A fully automated pipeline of extracting biomarkers to quantify vascular changes in retina-related diseases.

Jiong Zhang, Behdad Dashtbozorg, Fan Huang, Tao Tan, Bart M. ter Haar Romeny

Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2019

3D Surface-Based Geometric and Topological Quantification of Retinal Microvasculature in OCT-Angiography via Reeb Analysis.

Jiong Zhang, Amir H. Kashani, Yonggang Shi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2018

Retinal Microaneurysms Detection Using Local Convergence Index Features.

Behdad Dashtbozorg, Jiong Zhang, Fan Huang, Bart M. ter Haar Romeny

IEEE Trans. Image Process., 2018

Reconnection of Interrupted Curvilinear Structures via Cortically Inspired Completion for Ophthalmologic Images.

Jiong Zhang, Erik J. Bekkers, Da Chen, Tos T. J. M. Berendschot, Jan Schouten, Josien P. W. Pluim, Yonggang Shi, Behdad Dashtbozorg, Bart M. ter Haar Romeny

IEEE Trans. Biomed. Eng., 2018

2017

Retinal vessel delineation using a brain-inspired wavelet transform and random forest.

Jiong Zhang, Yuan Chen, Erik J. Bekkers, Meili Wang, Behdad Dashtbozorg, Bart M. ter Haar Romeny

Pattern Recognit., 2017

Retinal Microaneurysms Detection using Local Convergence Index Features.

Behdad Dashtbozorg, Jiong Zhang, Bart M. ter Haar Romeny

CoRR, 2017

Retrieving challenging vessel connections in retinal images by line co-occurrence statistics.

Samaneh Abbasi-Sureshjani, Jiong Zhang, Remco Duits, Bart M. ter Haar Romeny

Biol. Cybern., 2017

A Comparative Study Towards the Establishment of an Automatic Retinal Vessel Width Measurement Technique.

Fan Huang, Behdad Dashtbozorg, Alexander Ka Shing Yeung, Jiong Zhang, Tos T. J. M. Berendschot, Bart M. ter Haar Romeny

Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017

Retinal health information and notification system (RHINO).

Behdad Dashtbozorg, Jiong Zhang, Samaneh Abbasi-Sureshjani, Fan Huang, Bart M. ter Haar Romeny

Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

2016

Robust Retinal Vessel Segmentation via Locally Adaptive Derivative Frames in Orientation Scores.

Jiong Zhang, Behdad Dashtbozorg, Erik J. Bekkers, Josien P. W. Pluim, Remco Duits, Bart M. ter Haar Romeny

IEEE Trans. Medical Imaging, 2016

Brain-inspired algorithms for retinal image analysis.

Bart M. ter Haar Romeny, Erik J. Bekkers, Jiong Zhang, Samaneh Abbasi-Sureshjani, Fan Huang, Remco Duits, Behdad Dashtbozorg, Tos Berendschot, Iris Smit-Ockeloen, Koen A. J. Eppenhof, Jinghan Feng, Julius Hannink, Jan Schouten, Mengmeng Tong, Hanhui Wu, Han J. W. van Triest, Shanshan Zhu, Dali Chen, Wei He, Ling Xu, Ping Han, Yan Kang

Mach. Vis. Appl., 2016

Automatic Optic Disc and Fovea Detection in Retinal Images Using Super-Elliptical Convergence Index Filters.

Behdad Dashtbozorg, Jiong Zhang, Fan Huang, Bart M. ter Haar Romeny

Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016

2015

Biologically-Inspired Supervised Vasculature Segmentation in SLO Retinal Fundus Images.

Samaneh Abbasi-Sureshjani, Iris Smit-Ockeloen, Jiong Zhang, Bart M. ter Haar Romeny

Proceedings of the Image Analysis and Recognition - 12th International Conference, 2015

Robust and Fast Vessel Segmentation via Gaussian Derivatives in Orientation Scores.

Jiong Zhang, Erik J. Bekkers, Samaneh Abbasi-Sureshjani, Behdad Dashtbozorg, Bart M. ter Haar Romeny

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

2014

Numerical Approaches for Linear Left-invariant Diffusions on SE(2), their Comparison to Exact Solutions, and their Applications in Retinal Imaging.

Jiong Zhang, Remco Duits, Bart M. ter Haar Romeny

CoRR, 2014