Heye Zhang

Heye Zhang

Sun Yat-Sen University

H-index: 47

Asia-China

About Heye Zhang

Heye Zhang, With an exceptional h-index of 47 and a recent h-index of 41 (since 2020), a distinguished researcher at Sun Yat-Sen University, specializes in the field of medical image processing, big data, machine learning, health information computing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Embedding Tasks into the Latent Space: Cross-Space Consistency for Multi-Dimensional Analysis in Echocardiography

A Deformable Constraint Transport Network for Optimal Aortic Segmentation from CT Images

Distraction-aware hierarchical learning for vascular structure segmentation in intravascular ultrasound images

Frequency-Enhanced Geometric-Constrained Reconstruction for Localizing Myocardial Infarction in 12-Lead Electrocardiograms

Semi-supervised Domain Adaptation Incorporating Three-way Decision for Multi-view Echocardiographic Sequence Segmentation

Distance Transform Learning for Structural and Functional Analysis of Coronary Artery from Dual-view Angiography

Causal Knowledge Fusion for 3D Cross-modality Cardiac Image Segmentation

Deep Learning based Prediction of Percutaneous Recanalization in Chronic Total Occlusion Using Coronary CT Angiography

Heye Zhang Information

University

Position

Professor in School of Biomedical Engineering

Citations(all)

7184

Citations(since 2020)

5448

Cited By

4075

hIndex(all)

47

hIndex(since 2020)

41

i10Index(all)

132

i10Index(since 2020)

115

Email

University Profile Page

Sun Yat-Sen University

Google Scholar

View Google Scholar Profile

Heye Zhang Skills & Research Interests

medical image processing

big data

machine learning

health information computing

Top articles of Heye Zhang

Title

Journal

Author(s)

Publication Date

Embedding Tasks into the Latent Space: Cross-Space Consistency for Multi-Dimensional Analysis in Echocardiography

IEEE Transactions on Medical Imaging

Zhenxuan Zhang

Chengjin Yu

Heye Zhang

Zhifan Gao

2024/2/8

A Deformable Constraint Transport Network for Optimal Aortic Segmentation from CT Images

IEEE Transactions on Medical Imaging

Weiyuan Lin

Zhifan Gao

Hui Liu

Heye Zhang

2024/1

Distraction-aware hierarchical learning for vascular structure segmentation in intravascular ultrasound images

Computerized Medical Imaging and Graphics

Wenhao Zhong

Heye Zhang

Zhifan Gao

William Kongto Hau

Guang Yang

...

2024/4

Frequency-Enhanced Geometric-Constrained Reconstruction for Localizing Myocardial Infarction in 12-Lead Electrocardiograms

IEEE Transactions on Biomedical Engineering

Shichang Lian

Zhifan Gao

Hui Wang

Xiujian Liu

Lei Xu

...

2024/4/10

Semi-supervised Domain Adaptation Incorporating Three-way Decision for Multi-view Echocardiographic Sequence Segmentation

Applied Soft Computing

Shuxin Zhuang

Heye Zhang

Wanli Ding

Zhemin Zhuang

Jinglin Zhang

...

2024/4

Distance Transform Learning for Structural and Functional Analysis of Coronary Artery from Dual-view Angiography

Future Generation Computer Systems

Dong Zhang

Heye Zhang

Hongwei Zhang

Lei Xu

Jinglin Zhang

...

2023/8/1

Causal Knowledge Fusion for 3D Cross-modality Cardiac Image Segmentation

Information Fusion

Saidi Guo

Xiujian Liu

Heye Zhang

Qixin Lin

Lei Xu

...

2023/11/1

Deep Learning based Prediction of Percutaneous Recanalization in Chronic Total Occlusion Using Coronary CT Angiography

Radiology

Zhen Zhou

Yifeng Gao

Weiwei Zhang

Nan Zhang

Hui Wang

...

2023/10

Introduction of Materials Genome Technology and Its Applications in the Field of Biomedical Materials

Yashi Qiu

Zhaoying Wu

Jiali Wang

Chao Zhang

Heye Zhang

2023/2/25

基于深度学习的心脏图像分割研究现状

中国图象图形学报

曾嘉涛, 张贺晔, 刘华锋

2023/4

Explainable Classification of Benign-Malignant Pulmonary Nodules with Neural Networks and Information Bottleneck

IEEE Transactions on Neural Networks and Learning Systems

Weipeng Liu

Haixing Zhu

Zhifan Gao

Heye Zhang

2023/10

Distilling Sub-Space Structure Across Views for Cardiac Indices Estimation

Medical Image Analysis

Chengjin Yu

Huafeng Liu

Heye Zhang

2023/4/1

Vessel Contour Detection in Intracoronary Images via Bilateral Cross-Domain Adaptation

IEEE Journal of Biomedical and Health Informatics

Yihua Zhi

Heye Zhang

Zhifan Gao

2023/5/2

Hierarchical Relational Inference for Few-Shot Learning in 3D Left Atrial Segmentation

IEEE Transactions on Emerging Topics in Computational Intelligence

Xuejiao Li

Jun Chen

Heye Zhang

Yongwon Cho

Sung Ho Hwang

...

2023/9

Iterative Residual Optimization Network for Limited-angle Tomographic Reconstruction

IEEE Transactions on Image Processing

Jiayi Pan

Hengyong Yu

Zhifan Gao

Shaoyu Wang

Heye Zhang

...

2024/1/15

A Physics-guided Deep Learning Approach For Functional Assessment of Cardiovascular Disease in IoT-based Smart Health

IEEE Internet of Things Journal

Dong Zhang

Xiujian Liu

Jun Xia

Zhifan Gao

Heye Zhang

...

2023/1/30

Survival Prediction of Heart Failure Patients Using Motion-based Analysis Method

Computer Methods and Programs in Biomedicine

Saidi Guo

Heye Zhang

Yifeng Gao

Hui Wang

Lei Xu

...

2023/6/1

Conditional Physics-Informed Graph Neural Network For Fractional Flow Reserve Assessment

Baihong Xie

Xiujian Liu

Heye Zhang

Chenchu Xu

Tieyong Zeng

...

2023/10/1

Multi-view stereoscopic attention network for 3D tumor classification in automated breast ultrasound

Expert Systems with Applications

Wanli Ding

Heye Zhang

Shuxin Zhuang

Zhemin Zhuang

Zhifan Gao

2023/12/30

Diagnostic performance of angiography-derived fractional flow reserve analysis based on bifurcation fractal law for assessing hemodynamic significance of coronary stenosis

European Radiology

Hongbin Liang

Qiuxia Zhang

Yiting Gao

Guojun Chen

Yujia Bai

...

2023/3

See List of Professors in Heye Zhang University(Sun Yat-Sen University)

Co-Authors

H-index: 46
Guang Yang, IEEE Senior Member

Guang Yang, IEEE Senior Member

Imperial College London

H-index: 32
Huafeng Liu

Huafeng Liu

Zhejiang University

H-index: 32
Zhifan Gao

Zhifan Gao

Sun Yat-Sen University

H-index: 15
Chenchu Xu

Chenchu Xu

Western University

H-index: 11
Shen Zhao (赵屾)

Shen Zhao (赵屾)

Sun Yat-Sen University

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