Professor | Jiong Zhang | Asia Growth Partners

Name	Jiong Zhang
Contact Information	zhangjiong@nimte.ac.cn
Language ability	Chinese, English, Dutch
Province	Zhejiang

Name

Jiong Zhang

Contact Information

zhangjiong@nimte.ac.cn

Language ability

Chinese, English, Dutch

Province

Zhejiang

University/Lab Affiliation and Title	University of Chinese Academy of Sciences
Faculty	Medical School
Academic Background & Achievements	2017 PhD: Eindhoven University of Technology, Medical Image Analysis Selected for the CAS Talent Program Recipient of the Zhejiang Outstanding Youth Fund Ningbo Leading Talent Ningbo Yongjiang Talent Project Innovation Individual
Work Experience	2021.05 - Present: Associate Researcher at the Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences 2017.11 - 2021.05: Postdoctoral Researcher at the Laboratory of Neuro Imaging (LONI), Keck School of Medicine, University of Southern California 2017.03 - 2017.11: Postdoctoral Researcher at the Department of Biomedical Engineering, Eindhoven University of Technology
Awards	NWO and IBM Best Research Award First Prize

University/Lab Affiliation and Title

University of Chinese Academy of Sciences

Faculty

Medical School

Academic Background & Achievements

2017 PhD: Eindhoven University of Technology, Medical Image Analysis
Selected for the CAS Talent Program
Recipient of the Zhejiang Outstanding Youth Fund
Ningbo Leading Talent
Ningbo Yongjiang Talent Project Innovation Individual

Work Experience

2021.05 - Present: Associate Researcher at the Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences
2017.11 - 2021.05: Postdoctoral Researcher at the Laboratory of Neuro Imaging (LONI), Keck School of Medicine, University of Southern California
2017.03 - 2017.11: Postdoctoral Researcher at the Department of Biomedical Engineering, Eindhoven University of Technology

Awards

NWO and IBM Best Research Award First Prize

Areas of Focus	Medical Image Processing Computer-Aided Diagnosis Computer Vision Pattern Recognition Artificial Intelligence
Publications	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, 2022 3D Shape Modeling and Analysis of Retinal Microvasculature in OCT-Angiography Images, Jiong Zhang, Yuchuan Qiao, Mona Sharifi Sarabi, Maziyar M Khansari, Jin K Gahm, Amir H Kashani, Yonggang Shi, 2020 Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy (vol 39, pg 2725, 2020), Yitian Zhao, Jiong Zhang, Ella Pereira, Yalin Zheng, Pan Su, Jianyang Xie, Yifan Zhao, Yonggang Shi, Hong Qi, Jiang Liu, Yonghuai Liu, 2020 Minimal Paths for Tubular Structure Segmentation With Coherence Penalty and Adaptive Anisotropy, Da Chen, Jiong Zhang, Laurent D. Cohen, 2019 Reconnection of Interrupted Curvilinear Structures via Cortically Inspired Completion for Ophthalmologic Images, Jiong Zhang, Erik Bekkers, Da Chen, Tos T J M Berendschot, Jan Schouten, Josien P W Pluim, Yonggang Shi, Behdad Dashtbozorg, Bart M ter Haar Romeny, 2018 Retinal Microaneurysms Detection Using Local Convergence Index Features, Behdad Dashtbozorg, Jiong Zhang, Fan Huang, Bart M ter Haar Romeny, 2018 Retinal vessel delineation using a brain-inspired wavelet transform and random forest, Jiong Zhang, Yuan Chen, Erik Bekkers, Meili Wang, Behdad Dashtbozorg, Bart M ter Haar Romeny, 2017 Robust Retinal Vessel Segmentation via Locally Adaptive Derivative Frames in Orientation Scores, Jiong Zhang, Behdad Dashtbozorg, Erik Bekkers, Josien P W Pluim, Remco Duits, Bart M ter Haar Romeny, 2016 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, 2022 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, 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, 2021 Past, present and future role of retinal imaging in neurodegenerative disease, Amir H Kashani, Samuel Asanad, Jane W Chan, Maxwell B Singer, Jiong Zhang, Mona Sharifi, Maziyar M Khansari, Farzan Abdolahi, Yonggang Shi, Alessandro Biffi, Helena Chui, John M Ringman, 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, 2021 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, 2020 3D Retinal Vessel Density Mapping With OCT-Angiography, Mona Sharifi Sarabi, Maziyar M Khansari, Jiong Zhang, Sam KushnerLenhoff, Jin Kyu Gahm, Yuchuan Qiao, Amir H Kashani, Yonggang Shi, 2020 3D Surface-Based Geometric and Topological Quantification of Retinal Microvasculature in OCT-Angiography via Reeb Analysis, Jiong Zhang, Amir H Kashani, Yonggang Shi, 2019 3D Surface-Based Geometric and Topological Quantification of Retinal Microvasculature in OCT-Angiography via Reeb Analysis, Jiong Zhang, Amir H. Kashani, Yonggang Shi, 2019 Personalized Matching and Analysis of Cortical Folding Patterns via Patch-Based Intrinsic Brain Mapping, Jiong Zhang, Yonggang Shi, 2021 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, 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, 2022 RBGNet: Reliable Boundary-Guided Segmentation of Choroidal Neovascularization, Tao Chen, Yitian Zhao, Lei Mou, Dan Zhang, Xiayu Xu, Mengting Liu, Huazhu Fu, Jiong Zhang, 2023 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, 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, 2024

Areas of Focus

Medical Image Processing
Computer-Aided Diagnosis
Computer Vision
Pattern Recognition
Artificial Intelligence

Publications

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*, 2022
3D Shape Modeling and Analysis of Retinal Microvasculature in OCT-Angiography Images, Jiong Zhang, Yuchuan Qiao, Mona Sharifi Sarabi, Maziyar M Khansari, Jin K Gahm, Amir H Kashani, Yonggang Shi, 2020
Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy (vol 39, pg 2725, 2020), Yitian Zhao, Jiong Zhang*, Ella Pereira, Yalin Zheng, Pan Su, Jianyang Xie, Yifan Zhao, Yonggang Shi, Hong Qi, Jiang Liu, Yonghuai Liu, 2020
Minimal Paths for Tubular Structure Segmentation With Coherence Penalty and Adaptive Anisotropy, Da Chen, Jiong Zhang*, Laurent D. Cohen, 2019
Reconnection of Interrupted Curvilinear Structures via Cortically Inspired Completion for Ophthalmologic Images, Jiong Zhang, Erik Bekkers, Da Chen, Tos T J M Berendschot, Jan Schouten, Josien P W Pluim, Yonggang Shi, Behdad Dashtbozorg, Bart M ter Haar Romeny, 2018
Retinal Microaneurysms Detection Using Local Convergence Index Features, Behdad Dashtbozorg, Jiong Zhang*, Fan Huang, Bart M ter Haar Romeny, 2018
Retinal vessel delineation using a brain-inspired wavelet transform and random forest, Jiong Zhang, Yuan Chen, Erik Bekkers, Meili Wang, Behdad Dashtbozorg, Bart M ter Haar Romeny, 2017
Robust Retinal Vessel Segmentation via Locally Adaptive Derivative Frames in Orientation Scores, Jiong Zhang, Behdad Dashtbozorg, Erik Bekkers, Josien P W Pluim, Remco Duits, Bart M ter Haar Romeny, 2016
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, 2022
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, 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, 2021
Past, present and future role of retinal imaging in neurodegenerative disease, Amir H Kashani, Samuel Asanad, Jane W Chan, Maxwell B Singer, Jiong Zhang, Mona Sharifi, Maziyar M Khansari, Farzan Abdolahi, Yonggang Shi, Alessandro Biffi, Helena Chui, John M Ringman, 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, 2021
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, 2020
3D Retinal Vessel Density Mapping With OCT-Angiography, Mona Sharifi Sarabi, Maziyar M Khansari, Jiong Zhang, Sam KushnerLenhoff, Jin Kyu Gahm, Yuchuan Qiao, Amir H Kashani, Yonggang Shi, 2020
3D Surface-Based Geometric and Topological Quantification of Retinal Microvasculature in OCT-Angiography via Reeb Analysis, Jiong Zhang, Amir H Kashani, Yonggang Shi, 2019
3D Surface-Based Geometric and Topological Quantification of Retinal Microvasculature in OCT-Angiography via Reeb Analysis, Jiong Zhang, Amir H. Kashani, Yonggang Shi, 2019
Personalized Matching and Analysis of Cortical Folding Patterns via Patch-Based Intrinsic Brain Mapping, Jiong Zhang, Yonggang Shi, 2021
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*, 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*, 2022
RBGNet: Reliable Boundary-Guided Segmentation of Choroidal Neovascularization, Tao Chen, Yitian Zhao, Lei Mou, Dan Zhang, Xiayu Xu, Mengting Liu, Huazhu Fu, Jiong Zhang*, 2023
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*, 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*, 2024

Medical Image Processing Computer-Aided Diagnosis Computer Vision Pattern Recognition Artificial Intelligence Ophthalmology Brain Imaging Microvascular Imaging Clinical Research Advanced Technology Development

Zhiyuan Chen - Wuhan University

Xinfeng Liu - Nanjing University

Zeng Wen - Wuhan University

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