Numerical Approaches for Linear Left-invariant Diffusions on SE(2), their Comparison to Exact Solutions, and their Applications in Retinal Imaging. - Jiong Zhang 004; Remco Duits; Bart M. ter Haar Romeny (CoRR, 2014)

Robust and Fast Vessel Segmentation via Gaussian Derivatives in Orientation Scores. - Jiong Zhang 004; Erik J. Bekkers; Samaneh Abbasi-Sureshjani; Behdad Dashtbozorg; Bart M. ter Haar Romeny (ICIAP (1), 2015)

Biologically-Inspired Supervised Vasculature Segmentation in SLO Retinal Fundus Images. - Samaneh Abbasi-Sureshjani; Iris Smit-Ockeloen; Jiong Zhang 004; Bart M. ter Haar Romeny (ICIAR, 2015)

Automatic Optic Disc and Fovea Detection in Retinal Images Using Super-Elliptical Convergence Index Filters. - Behdad Dashtbozorg; Jiong Zhang 004; Fan Huang; Bart M. ter Haar Romeny (ICIAR, 2016)

Brain-inspired algorithms for retinal image analysis. - Bart M. ter Haar Romeny; Erik J. Bekkers; Jiong Zhang 004; Samaneh Abbasi-Sureshjani; Fan Huang; Remco Duits; Behdad Dashtbozorg; Tos Berendschot; Iris Smit-Ockeloen; Koen A. J. Eppenhof; Jinghan Feng; Julius Hannink; et al. (Mach. Vis. Appl., 2016)

Robust Retinal Vessel Segmentation via Locally Adaptive Derivative Frames in Orientation Scores. - Jiong Zhang 004; Behdad Dashtbozorg; Erik J. Bekkers; Josien P. W. Pluim; Remco Duits; Bart M. ter Haar Romeny (IEEE Trans. Medical Imaging, 2016)

Retinal health information and notification system (RHINO). - Behdad Dashtbozorg; Jiong Zhang 004; Samaneh Abbasi-Sureshjani; Fan Huang; Bart M. ter Haar Romeny (Computer-Aided Diagnosis, 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 004; Tos T. J. M. Berendschot; Bart M. ter Haar Romeny (FIFI/OMIA@MICCAI, 2017)

Retrieving challenging vessel connections in retinal images by line co-occurrence statistics. - Samaneh Abbasi-Sureshjani; Jiong Zhang 004; Remco Duits; Bart M. ter Haar Romeny (Biol. Cybern., 2017)

Retinal Microaneurysms Detection using Local Convergence Index Features. - Behdad Dashtbozorg; Jiong Zhang 004; Bart M. ter Haar Romeny (CoRR, 2017)

Retinal vessel delineation using a brain-inspired wavelet transform and random forest. - Jiong Zhang 004; Yuan Chen; Erik J. Bekkers; Meili Wang; Behdad Dashtbozorg; Bart M. ter Haar Romeny (Pattern Recognit., 2017)

Reconnection of Interrupted Curvilinear Structures via Cortically Inspired Completion for Ophthalmologic Images. - Jiong Zhang 004; Erik J. Bekkers; Da Chen 002; 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)

Retinal Microaneurysms Detection Using Local Convergence Index Features. - Behdad Dashtbozorg; Jiong Zhang 004; Fan Huang; Bart M. ter Haar Romeny (IEEE Trans. Image Process., 2018)

3D Surface-Based Geometric and Topological Quantification of Retinal Microvasculature in OCT-Angiography via Reeb Analysis. - Jiong Zhang 004; Amir H. Kashani; Yonggang Shi (MICCAI (1), 2019)

A fully automated pipeline of extracting biomarkers to quantify vascular changes in retina-related diseases. - Jiong Zhang 004; Behdad Dashtbozorg; Fan Huang; Tao Tan 002; Bart M. ter Haar Romeny (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2019)

Minimal Paths for Tubular Structure Segmentation With Coherence Penalty and Adaptive Anisotropy. - Da Chen 002; Jiong Zhang 004; Laurent D. Cohen (IEEE Trans. Image Process., 2019)

Trajectory Grouping with Curvature Regularization for Tubular Structure Tracking. - Li Liu 065; Jiong Zhang 004; Da Chen 002; Huazhong Shu; Laurent D. Cohen (CoRR, 2020)

ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model. - Yuhui Ma; Huaying Hao; Huazhu Fu; Jiong Zhang 004; Jianlong Yang; Jiang Liu 001; Yalin Zheng; Yitian Zhao (CoRR, 2020)

3D Retinal Vessel Density Mapping With OCT-Angiography. - Mona Sharifi Sarabi; Maziyar M. Khansari; Jiong Zhang 004; Sam Kushner-Lenhoff; Jin-Kyu Gahm; Yuchuan Qiao; Amir H. Kashani; Yonggang Shi (IEEE J. Biomed. Health Informatics, 2020)

Automated Deformation-Based Analysis of 3D Optical Coherence Tomography in Diabetic Retinopathy. - Maziyar M. Khansari; Jiong Zhang 004; Yuchuan Qiao; Jin-Kyu Gahm; Mona Sharifi Sarabi; Amir H. Kashani; Yonggang Shi (IEEE Trans. Medical Imaging, 2020)

3D Shape Modeling and Analysis of Retinal Microvasculature in OCT-Angiography Images. - Jiong Zhang 004; Yuchuan Qiao; Mona Sharifi Sarabi; Maziyar M. Khansari; Jin-Kyu Gahm; Amir H. Kashani; Yonggang Shi (IEEE Trans. Medical Imaging, 2020)

Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy. - Yitian Zhao; Jiong Zhang 004; Ella Pereira; Yalin Zheng; Pan Su 001; Jianyang Xie; Yifan Zhao 001; Yonggang Shi; Hong Qi; Jiang Liu 001; Yonghuai Liu (IEEE Trans. Medical Imaging, 2020)

Corrections to "Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy". - Yitian Zhao; Jiong Zhang 004; Ella Pereira; Yalin Zheng; Pan Su 001; Jianyang Xie; Yifan Zhao 001; Yonggang Shi; Hong Qi; Jiang Liu 001; Yonghuai Liu (IEEE Trans. Medical Imaging, 2020)

3D Vessel Reconstruction In Oct-Angiography Via Depth Map Estimation. - Shuai Yu; Jianyang Xie; Jinkui Hao; Yalin Zheng; Jiong Zhang 004; Yan Hu; Jiang Liu 001; Yitian Zhao (ISBI, 2021)

Cross-Domain Depth Estimation Network for 3D Vessel Reconstruction in OCT Angiography. - Shuai Yu; Yonghuai Liu; Jiong Zhang 004; Jianyang Xie; Yalin Zheng; Jiang Liu 001; Yitian Zhao (MICCAI (8), 2021)

Guided Adversarial Adaptation Network for Retinal and Choroidal Layer Segmentation. - Jingyu Zhao 008; Jiong Zhang 004; Bin Deng; Yalin Zheng; Jiang Liu 001; Ran Song 001; Yitian Zhao (OMIA@MICCAI, 2021)

Angle-closure assessment in anterior segment OCT images via deep learning. - Huaying Hao; Yitian Zhao; Qifeng Yan; Risa Higashita; Jiong Zhang 004; Yifan Zhao 001; Yanwu Xu 001; Fei Li 021; Xiulan Zhang; Jiang Liu 001 (Medical Image Anal., 2021)

A Hybrid DCNN-SVM Model for Classifying Neonatal Sleep and Wake States Based on Facial Expressions in Video. - Muhammad Awais 008; Xi Long; Bin Yin; Saadullah Farooq Abbasi; Saeed Akbarzadeh; Chunmei Lu; Xinhua Wang; Laishuan Wang; Jiong Zhang 004; Jeroen Dudink; Wei Chen 015 (IEEE J. Biomed. Health Informatics, 2021)

ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model. - Yuhui Ma; Huaying Hao; Jianyang Xie; Huazhu Fu; Jiong Zhang 004; Jianlong Yang; Zhen Wang; Jiang Liu 001; Yalin Zheng; Yitian Zhao (IEEE Trans. Medical Imaging, 2021)

Structure and Illumination Constrained GAN for Medical Image Enhancement. - Yuhui Ma; Jiang Liu 001; Yonghuai Liu; Huazhu Fu; Yan Hu; Jun Cheng 003; Hong Qi; Yufei Wu 013; Jiong Zhang 004; Yitian Zhao (IEEE Trans. Medical Imaging, 2021)

Topology-Aware Learning for Semi-supervised Cross-domain Retinal Artery/Vein Classification. - Hanlin Liu; Jianyang Xie; Yonghuai Liu; Huaying Hao; Lijun Guo; Jiong Zhang 004; Yitian Zhao (CGI, 2022)

DeLashNet: A Deep Network for Eyelash Artifact Removal in Ultra-Wide-Field Fundus Images. - Dengfeng Sha; Yuhui Ma; Dan Zhang 026; Jiong Zhang 004; Yitian Zhao (ICCCV, 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 001; Yitian Zhao; Jiong Zhang 004 (MICCAI (2), 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 004; Yitian Zhao (MICCAI (4), 2022)

Retinal Structure Detection in OCTA Image via Voting-based Multi-task Learning. - Jinkui Hao; Ting Shen; Xueli Zhu 002; Yonghuai Liu; Ardhendu Behera; Dan Zhang 026; Bang Chen; Jiang Liu 001; Jiong Zhang 004; Yitian Zhao (CoRR, 2022)

Uncertainty-guided graph attention network for parapneumonic effusion diagnosis. - Jinkui Hao; Jiang Liu 001; Ella Pereira; Ri Liu; Jiong Zhang 004; Yangfan Zhang; Kun Yan; Yan Gong; Jianjun Zheng; Jingfeng Zhang; Yonghuai Liu; Yitian Zhao (Medical Image Anal., 2022)

Sparse-Based Domain Adaptation Network for OCTA Image Super-Resolution Reconstruction. - Huaying Hao; Cong Xu; Dan Zhang 026; Qifeng Yan; Jiong Zhang 004; Yue Liu 005; Yitian Zhao (IEEE J. Biomed. Health Informatics, 2022)

Retinal Structure Detection in OCTA Image via Voting-Based Multitask Learning. - Jinkui Hao; Ting Shen; Xueli Zhu 002; Yonghuai Liu; Ardhendu Behera; Dan Zhang 026; Bang Chen; Jiang Liu 001; Jiong Zhang 004; Yitian Zhao (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 001; Jiang Liu 001; Jiong Zhang 004; Yitian Zhao (IEEE Trans. Medical Imaging, 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 004; Dongke Sun; Feng Xu; Jianqin Lei; Xiayu Xu (IEEE Trans. Medical Imaging, 2022)

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 004; Yitian Zhao (CGI (1), 2023)

A Hybrid Supervised Fusion Deep Learning Framework for Microscope Multi-Focus Images. - Qiuhui Yang; Hao Chen 037; Mingfeng Jiang; Mingwei Wang; Jiong Zhang 004; Yue Sun; Tao Tan 002 (CGI (4), 2023)

Structure Constrained Diffusion Models for Pterygium Segmentation. - Xinyu Guo; Zhouqian Wang; Huaying Hao; Qinxiang Zheng; Jiong Zhang 004; Wei Chen 089; Yitian Zhao (ISBI, 2023)

RBGNet: Reliable Boundary-Guided Segmentation of Choroidal Neovascularization. - Tao Chen 003; Yitian Zhao; Lei Mou; Dan Zhang 026; Xiayu Xu; Mengting Liu; Huazhu Fu; Jiong Zhang 004 (MICCAI (4), 2023)

Privileged Modality Guided Network for Retinal Vessel Segmentation in Ultra-Wide-Field Images. - Xuefei Li; Huaying Hao; Huazhu Fu; Dan Zhang 026; Da Chen 002; Yuchuan Qiao; Jiang Liu 001; Yitian Zhao; Jiong Zhang 004 (OMIA@MICCAI, 2023)

Polar-Net: A Clinical-Friendly Model for Alzheimer's Disease Detection in OCTA Images. - Shouyue Liu; Jinkui Hao; Yanwu Xu 001; Huazhu Fu; Xinyu Guo; Jiang Liu 001; Yalin Zheng; Yonghuai Liu; Jiong Zhang 004; Yitian Zhao (MICCAI (7), 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 004; Yitian Zhao (IEEE Access, 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 004; Jianqin Lei (IEEE Trans. Medical Imaging, 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 001; Jiong Zhang 004; Yitian Zhao (Appl. Intell., 2023)

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 004; Yang Chen 008; Chunfeng Yang; Yitian Zhao (BIBM, 2024)

MPMNet: Modal Prior Mutual-Support Network for Age-Related Macular Degeneration Classification. - Yuanyuan Li; Huaying Hao; Dan Zhang 026; Huazhu Fu; Mengting Liu; Caifeng Shan; Yitian Zhao; Jiong Zhang 004 (MICCAI (1), 2024)

A Hyperreflective Foci Segmentation Network for OCT Images with Multi-dimensional Semantic Enhancement. - Xingguo Wang; Yuhui Ma; Xinyu Guo; Yalin Zheng; Jiong Zhang 004; Yonghuai Liu; Yitian Zhao (MICCAI (1), 2024)

DSNet: A Spatio-Temporal Consistency Network for Cerebrovascular Segmentation in Digital Subtraction Angiography Sequences. - Qihang Xie; Dan Zhang 026; Lei Mou; Shanshan Wang; Yitian Zhao; Mengguo Guo; Jiong Zhang 004 (MICCAI (8), 2024)

CLIP-DR: Textual Knowledge-Guided Diabetic Retinopathy Grading with Ranking-Aware Prompting. - Qinkai Yu; Jianyang Xie; Anh Nguyen 003; He Zhao 002; Jiong Zhang 004; Huazhu Fu; Yitian Zhao; Yalin Zheng; Yanda Meng (MICCAI (1), 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 004; Fang Liu; Jiang Liu 001; Yitian Zhao (Biomed. Signal Process. Control., 2024)

GAPNet: Granularity Attention Network with Anatomy-Prior-Constraint for Carotid Artery Segmentation. - Lin Zhang; Chenggang Lu; Xin-yang Shi; Caifeng Shan; Jiong Zhang 004; Da Chen 002; Laurent D. Cohen (CoRR, 2024)

BSANet: Boundary-aware and scale-aggregation networks for CMR image segmentation. - Dan Zhang 026; Chenggang Lu; Tao Tan 002; Behdad Dashtbozorg; Xi Long; Xiayu Xu; Jiong Zhang 004; Caifeng Shan (Neurocomputing, 2024)

Early detection of dementia through retinal imaging and trustworthy AI. - Jinkui Hao; William Robert Kwapong; Ting Shen; Huazhu Fu; Yanwu Xu 001; Qinkang Lu; Shouyue Liu; Jiong Zhang 004; Yonghuai Liu; Yifan Zhao 001; Yalin Zheng; Alejandro F. Frangi; et al. (npj Digit. Medicine, 2024)

Self-Guided Adversarial Network for Domain Adaptive Retinal Layer Segmentation. - Jiong Zhang 004; Chenggang Lu; Ran Song 001; Yalin Zheng; Huaying Hao; Yanda Meng; Yitian Zhao (IEEE Trans. Instrum. Meas., 2024)

COSTA: A Multi-Center TOF-MRA Dataset and a Style Self-Consistency Network for Cerebrovascular Segmentation. - Lei Mou; Jinghui Lin; Yifan Zhao 001; Yonghuai Liu; Shaodong Ma; Jiong Zhang 004; Wenhao Lv; Tao Zhou 002; Jiang Liu 001; Alejandro F. Frangi; Yitian Zhao (IEEE Trans. Medical Imaging, 2024)

Dilation-Assisted Contrastive Learning for Corneal Nerve Segmentation in Corneal Confocal Microscopy. - Hongshuo Li; Lei Mou; Jinkui Hao; Jiong Zhang 004; Yitian Zhao (ISBI, 2025)

Msapnet: Multi-Scale and Multi-Axial Perception Network for Retinal Layers and Lesion Segmentation. - Wentao Yu; Chenggang Lu; Quanyong Yi; Jiong Zhang 004; Caifeng Shan (ISBI, 2025)

Cross-Modal Graph Learning for Perivascular Spaces Segmentation. - Tao Chen 003; Dan Zhang 026; Xi Long; Marcel Breeuwer; Sveta Zinger; Peiyu Huang; Jiong Zhang 004 (MICCAI (4), 2025)

CLIP-DSA: Textual Knowledge-Guided Cerebrovascular Diseases Recognition in Multi-view Digital Subtraction Angiography. - Qihang Xie; Dan Zhang 026; Mengting Liu; Jianwei Zhang; Ruisheng Su; Caifeng Shan; Jiong Zhang 004 (MICCAI (6), 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 008; Jiarun Liu; Weixin Si; Jiong Zhang 004; Shanshan Wang 002 (Biomed. Signal Process. Control., 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 004; Yitian Zhao (Biomed. Signal Process. Control., 2025)

3D microvascular reconstruction in retinal OCT angiography images via domain-adaptive learning. - Jiong Zhang 004; Shuai Yu; Yonghuai Liu; Dan Zhang 026; Jianyang Xie; Tao Chen 003; Yalin Zheng; Huazhu Fu; Yitian Zhao (Pattern Recognit., 2025)

$ text{MR}^{2}$-Net: Retinal OCTA Image Stitching via Multi-Scale Representation Learning and Dynamic Location Guidance. - Haiting Mao; Yuhui Ma; Dan Zhang 026; Yanda Meng; Shaodong Ma; Yuchuan Qiao; Huazhu Fu; Caifeng Shan; Da Chen 002; Yitian Zhao; Jiong Zhang 004 (IEEE J. Biomed. Health Informatics, 2025)

RSAPower: Random Style Augmentation Driven Structure Perception Network for Generalized Retinal OCT Fluid Segmentation. - Chenggang Lu; Zhitao Guo; Dan Zhang 026; Lei Mou; Jinli Yuan; Shaodong Ma; Da Chen 002; Yitian Zhao; Kewen Xia; Jiong Zhang 004 (IEEE Trans. Medical Imaging, 2025)

DSCA: A Digital Subtraction Angiography Sequence Dataset and Spatio-Temporal Model for Cerebral Artery Segmentation. - Jiong Zhang 004; Qihang Xie; Lei Mou; Dan Zhang 026; Da Chen 002; Caifeng Shan; Yitian Zhao; Ruisheng Su; Mengguo Guo (IEEE Trans. Medical Imaging, 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 004; Shanshan Wang; et al. (CoRR, 2025)

Neovascularization Segmentation via a Multilateral Interaction-Enhanced Graph Convolutional Network. - Tao Chen 003; Dan Zhang 026; Da Chen 002; Huazhu Fu; Kai Jin; Shanshan Wang 002; Laurent D. Cohen; Yitian Zhao; Quanyong Yi; Jiong Zhang 004 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

SurfGNN: A robust surface-based prediction model with interpretability for coactivation maps of spatial and cortical features. - Zhuoshuo Li; Jiong Zhang 004; Youbing Zeng; Jiaying Lin; Dan Zhang 026; Jianjia Zhang; Duan Xu; Hosung Kim; Bingguang Liu; Mengting Liu (Medical Image Anal., 2026)