Personal information

No personal information available

Biography

Jiong Zhang is currently an associate professor of the Group of Intelligent Medical Imaging (iMED) at Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences (CAS). He obtained his PhD degree from the IMAG/e group at Eindoven University of Technology (TU/e), Eindhoven, the Netherlands in 2017. Afterwards, he worked as a postdoctoral research associate at TU/e. From 2018 he continued postdoctoral research at Laboratory of NeuroImaging (LONI) at Keck School of Medicine, University of Southern California (USC), Los Angeles, USA. His research interests include AI-based ophthalmic image processing, ophthalmic microvascular analysis, cerebrovascular analysis, and shape analysis. In the last few years, he has published over 70 papers in leading medical imaging journals and conferences. He is the Associate Editor of BMJ Open Ophthalmology, and has been actively involved in the guest editorship of several special issues in leading journals including IEEE Journal of Biomed. and Health Inform., and academic services such as the Publicity/Area Chair of ICCCV (2022, 2023), Program Committee of AAAI (2022), CVPR workshop CVPM (2019-2023), ICCV workshop CVPM (2019) , MICCAI workshop OMIA (2017-current), VSIP (2021) and etc.

Activities

Collapse all

Employment (2)

University of Southern California: Los Angeles, CA, US

2017-11-27 to 2021-08-15 | Postdoc Researcher (Laboratory of Neuro Imaging (LONI), Keck School of Medicine)
Employment
Source: Self-asserted source
Jiong Zhang

Eindhoven University of Technology: Eindhoven, Noord-Brabant, NL

2017-03-29 to 2017-10-31 | Postdoc Researcher (Biomedical Engineering)
Employment
Source: Self-asserted source
Jiong Zhang

Education and qualifications (1)

Eindhoven University of Technology: Eindhoven, Noord-Brabant, NL

2012-10-01 to 2017-03-29 | PhD (Biomedical Engineering)
Education
Source: Self-asserted source
Jiong Zhang

Works (27)

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

IEEE Transactions on Medical Imaging
2020-01 | Journal article
DOI: 10.1109/TMI.2019.2924452
Contributors: Maziyar M. Khansari; Jiong Zhang; Yuchuan Qiao; Jin Kyu Gahm; Mona Sharifi Sarabi; Amir H. Kashani; Yonggang Shi
Source: check_circle
Crossref

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

IEEE Transactions on Medical Imaging
2019-11 | Journal article
DOI: 10.1109/tmi.2019.2948867
Part of ISSN: 0278-0062
Part of ISSN: 1558-254X
Source: Self-asserted source
Jiong Zhang

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

Lecture Notes in Computer Science (MICCAI 2019)
2019-10 | Book chapter
DOI: 10.1007/978-3-030-32239-7_7
Part of ISBN: 9783030322380
Part of ISBN: 9783030322397
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Jiong Zhang

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

IEEE Transactions on Image Processing
2019-03 | Journal article
DOI: 10.1109/tip.2018.2874282
Part of ISSN: 1057-7149
Source: Self-asserted source
Jiong Zhang
grade
Preferred source (of 2)‎

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

Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization
2018 | Journal article
DOI: 10.1080/21681163.2018.1519851
EID:

2-s2.0-85055107067
Contributors: Zhang, J.; Dashtbozorg, B.; Huang, F.; Tan, T.; ter Haar Romeny, B.M.
Source: Self-asserted source
Jiong Zhang via Scopus - Elsevier
grade
Preferred source (of 2)‎

Retinal Microaneurysms Detection Using Local Convergence Index Features

IEEE Transactions on Image Processing
2018-07 | Journal article
DOI: 10.1109/TIP.2018.2815345
Source: Self-asserted source
Jiong Zhang
grade
Preferred source (of 2)‎

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

IEEE Transactions on Biomedical Engineering
2018-05 | Journal article
DOI: 10.1109/TBME.2017.2787025
Source: Self-asserted source
Jiong Zhang
grade
Preferred source (of 2)‎

Multi-modal and multi-vendor retina image registration

Biomedical Optics Express
2018-01-03 | Journal article
DOI: 10.1364/boe.9.000410
Part of ISSN: 2156-7085
Source: Self-asserted source
Jiong Zhang
grade
Preferred source (of 2)‎

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

Fetal, Infant and Ophthalmic Medical Image Analysis
2017 | Other
DOI: 10.1007/978-3-319-67561-9_26
Part of ISBN: 9783319675602
Part of ISSN: 0302-9743
Source: Self-asserted source
Jiong Zhang
grade
Preferred source (of 2)‎

Analysis of Retinal Vascular Biomarkers for Early Detection of Diabetes

VipIMAGE 2017
2017-10 | Other
DOI: 10.1007/978-3-319-68195-5_88
Part of ISBN: 9783319681948
Part of ISSN: 2212-9391
Source: Self-asserted source
Jiong Zhang
grade
Preferred source (of 2)‎

Validation Study on Retinal Vessel Caliber Measurement Technique

VipIMAGE 2017
2017-10 | Other
DOI: 10.1007/978-3-319-68195-5_89
Part of ISBN: 9783319681948
Part of ISSN: 2212-9391
Source: Self-asserted source
Jiong Zhang
grade
Preferred source (of 2)‎

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

Pattern Recognition
2017-09 | Journal article
DOI: 10.1016/j.patcog.2017.04.008
Part of ISSN: 0031-3203
Contributors: Jiong Zhang; Yuan Chen; Erik Bekkers; Meili Wang; Behdad Dashtbozorg; Bart M. ter Haar Romeny
Source: Self-asserted source
Jiong Zhang via Crossref Metadata Search

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

Biological Cybernetics
2017-08-09 | Journal article
DOI: 10.1007/s00422-017-0718-x
Source: Self-asserted source
Jiong Zhang
grade
Preferred source (of 3)‎

Retinal health information and notification system (RHINO)

Medical Imaging 2017: Computer-Aided Diagnosis
2017-03-03 | Conference paper
DOI: 10.1117/12.2253839
Source: Self-asserted source
Jiong Zhang
grade
Preferred source (of 2)‎

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

Image Analysis and Recognition
2016 | Other
DOI: 10.1007/978-3-319-41501-7_78
Part of ISBN: 9783319415000
Part of ISSN: 0302-9743
Contributors: Behdad Dashtbozorg; Jiong Zhang; Fan Huang; Bart M. ter Haar Romeny
Source: Self-asserted source
Jiong Zhang via Crossref Metadata Search

Reliability of Using Retinal Vascular Fractal Dimension as a Biomarker in the Diabetic Retinopathy Detection

Journal of Ophthalmology
2016 | Journal article
DOI: 10.1155/2016/6259047
Part of ISSN: 2090-004X
Contributors: Fan Huang; Behdad Dashtbozorg; Jiong Zhang; Erik Bekkers; Samaneh Abbasi-Sureshjani; Tos T. J. M. Berendschot; Bart M. ter Haar Romeny
Source: Self-asserted source
Jiong Zhang via Crossref Metadata Search

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

IEEE Transactions on Medical Imaging
2016-12 | Journal article
DOI: 10.1109/TMI.2016.2587062
Contributors: Jiong Zhang; Behdad Dashtbozorg; Erik Bekkers; Josien P. W. Pluim; Remco Duits; Bart M. ter Haar Romeny
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Bridging Disconnected Curvilinear Structures via Numerical Evolutions of Completion Process in Ophthalmologic Images

Proceedings of the Ophthalmic Medical Image Analysis Third International Workshop
2016-10-11 | Conference paper
DOI: 10.17077/omia.1061
Contributors: Jiong Zhang; Erik Bekkers; Samaneh Abbasi-Sureshjani; Behdad Dashtbozorg; Bart ter Haar Romeny
Source: Self-asserted source
Jiong Zhang via Crossref Metadata Search

Geometric Connectivity Analysis Based on Edge Co-Occurrences in Retinal Images

Proceedings of the Ophthalmic Medical Image Analysis Third International Workshop
2016-10-11 | Conference paper
DOI: 10.17077/omia.1060
Contributors: Samaneh Abbasi-Sureshjani; Jiong Zhang; Gonzalo Sanguinetti; Remco Duits; Bart ter Haar Romeny
Source: Self-asserted source
Jiong Zhang via Crossref Metadata Search

Infrastructure for Retinal Image Analysis

Proceedings of the Ophthalmic Medical Image Analysis Third International Workshop
2016-10-11 | Conference paper
DOI: 10.17077/omia.1053
Contributors: Behdad Dashtbozorg; Samaneh Abbasi-Sureshjani; Jiong Zhang; Fan Huang; Erik Bekkers; Bart ter Haar Romeny
Source: Self-asserted source
Jiong Zhang via Crossref Metadata Search

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

Numerical Mathematics: Theory, Methods and Applications
2016-02 | Journal article
DOI: 10.4208/nmtma.2015.m1411
Part of ISSN: 1004-8979
Contributors: Jiong Zhang; Remco Duits; Gonzalo Sanguinetti; Bart M. ter Haar Romeny
Source: Self-asserted source
Jiong Zhang via Crossref Metadata Search

Biologically-Inspired Supervised Vasculature Segmentation in SLO Retinal Fundus Images

Image Analysis and Recognition
2015 | Other
DOI: 10.1007/978-3-319-20801-5_35
Part of ISBN: 9783319208008
Part of ISSN: 0302-9743
Contributors: Samaneh Abbasi-Sureshjani; Iris Smit-Ockeloen; Jiong Zhang; Bart Ter Haar Romeny
Source: Self-asserted source
Jiong Zhang via Crossref Metadata Search

Robust and Fast Vessel Segmentation via Gaussian Derivatives in Orientation Scores

Image Analysis and Processing — ICIAP 2015
2015 | Other
DOI: 10.1007/978-3-319-23231-7_48
Part of ISBN: 9783319232300
Part of ISSN: 0302-9743
Contributors: Jiong Zhang; Erik Bekkers; Samaneh Abbasi; Behdad Dashtbozorg; Bart ter Haar Romeny
Source: Self-asserted source
Jiong Zhang via Crossref Metadata Search

Curvature Based Biomarkers for Diabetic Retinopathy via Exponential Curve Fits in SE(2)

Proceedings of the Ophthalmic Medical Image Analysis Second International Workshop
2015-09 | Conference paper
DOI: 10.17077/omia.1034
Contributors: Erik J. Bekkers; Jiong Zhang; Remco Duits; Bart M. ter Haar Romeny
Source: Self-asserted source
Jiong Zhang via Crossref Metadata Search

Stability Analysis of Fractal Dimension in Retinal Vasculature

Proceedings of the Ophthalmic Medical Image Analysis Second International Workshop
2015-09 | Conference paper
DOI: 10.17077/omia.1020
Contributors: Fan Huang; Jiong Zhang; Erik J. Bekkers; Behdad Dashtbozorg; Bart M. ter Haar Romeny
Source: Self-asserted source
Jiong Zhang via Crossref Metadata Search

A cortical-inspired multi-orientation geometry model for retinal image analysis

Frontiers in Neuroinformatics
2014 | Journal article
DOI: 10.3389/conf.fninf.2014.18.00089
Part of ISSN: 1662-5196
Contributors: Zhang Jiong; Duits Remco; Ter Haar Romeny Bart
Source: Self-asserted source
Jiong Zhang via Crossref Metadata Search

A simple derivation to implement tracking distributions

VISAPP 2012 - Proceedings of the International Conference on Computer Vision Theory and Applications
2012 | Conference paper
EID:

2-s2.0-84862122939
Source: Self-asserted source
Jiong Zhang
grade
Preferred source (of 2)‎
How many people are using ORCID?