Heye Zhang

发表

Simultaneous Reconstruction and Segmentation of Dynamic PET via Low-Rank and Sparse Matrix Decomposition

Shuhang Chen, Huafeng Liu, Zhenghui Hu, 2015, IEEE Transactions on Biomedical Engineering.

Recovering Cardiac Electrical Activity from Medical Image Sequence: A Model-Based Approach

Bo Li, Pheng-Ann Heng, Qingmao Hu, 2010, STACOM/CESC.

Noninvasive Computational Imaging of Cardiac Electrophysiology for 3-D Infarct

Huafeng Liu, Heye Zhang, Pengcheng Shi, 2011, IEEE Transactions on Biomedical Engineering.

Jun Chen, Heye Zhang, Shuo Li, 2018, IEEE Journal of Translational Engineering in Health and Medicine.

Physiological-Model-Constrained Noninvasive Reconstruction of Volumetric Myocardial Transmembrane Potentials

Huafeng Liu, Heye Zhang, Pengcheng Shi, 2010, IEEE Transactions on Biomedical Engineering.

Unobtrusive Sensing and Wearable Devices for Health Informatics

Carmen C. Y. Poon, Yuan-Ting Zhang, Guang-Zhong Yang, 2014, IEEE Transactions on Biomedical Engineering.

Noninvasive Imaging of Electrophysiological Substrates in Post Myocardial Infarction

Huafeng Liu, Heye Zhang, Pengcheng Shi, 2009, MICCAI.

Noninvasive volumetric imaging of cardiac electrophysiology

Heye Zhang, Ken C L Wong, Huafeng Liu, 2009, CVPR.

MV-RAN: Multiview recurrent aggregation network for echocardiographic sequences segmentation and full cardiac cycle analysis

Heye Zhang, Guang Yang, Ming Li, 2020, Comput. Biol. Medicine.

MuTGAN: Simultaneous Segmentation and Quantification of Myocardial Infarction Without Contrast Agents via Joint Adversarial Learning

Heye Zhang, Lei Xu, Shuo Li, 2018, MICCAI.

Segmentation and quantification of infarction without contrast agents via spatiotemporal generative adversarial learning

Heye Zhang, Shuo Li, Mike Roth, 2020, Medical Image Anal..

A Novel Secure IoT-Based Smart Home Automation System Using a Wireless Sensor Network

Yuan-Ting Zhang, Heye Zhang, Wanqing Wu, 2016, Sensors.

Simultaneous left atrium anatomy and scar segmentations via deep learning in multiview information with attention

Heye Zhang, Yanping Zhang, Shuo Li, 2020, Future Gener. Comput. Syst..

Erratum: Sandeep P., et al. An Efficient Biometric-Based Algorithm Using Heart Rate Variability for Securing Body Sensor Networks. Sensors 2015, 15, 15067–15089

Yuan-Ting Zhang, Guanglin Li, Heye Zhang, 2017, Sensors.

High-Quality Reconstruction of Plane-Wave Imaging Using Generative Adversarial Network

Jianwen Luo, Heye Zhang, Xi Zhang, 2018, 2018 IEEE International Ultrasonics Symposium (IUS).

Multiview Sequential Learning and Dilated Residual Learning for a Fully Automatic Delineation of the Left Atrium and Pulmonary Veins from Late Gadolinium-Enhanced Cardiac MRI Images

Guang Yang, Jun Chen, Elsa D. Angelini, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Deep Learning intra-image and inter-images features for Co-saliency detection

Guang Yang, Kun Zhang, Heye Zhang, 2018, BMVC.

How Much Geometrical Detail Do We Need in Cardiac Electrophysiological Imaging? A Generic Heart-Torso Representation for Fast Subject-Specific Customization

Huafeng Liu, Heye Zhang, Pengcheng Shi, 2010, STACOM/CESC.

Image-Based Computational Cardiology: From Data to Understanding

Heye Zhang, Vicky Y. Wang, Linwei Wang, 2014, Comput. Math. Methods Medicine.

Recurrent Aggregation Learning for Multi-View Echocardiographic Sequences Segmentation

Wei Zheng, Heye Zhang, Huafeng Liu, 2019, MICCAI.

The Relationship between the 24 h Blood Pressure Variability and Carotid Intima-Media Thickness: A Compared Study

Yuan-Ting Zhang, Heye Zhang, Yunpeng Cai, 2014, Comput. Math. Methods Medicine.

Direct delineation of myocardial infarction without contrast agents using a joint motion feature learning architecture

Huafeng Liu, Heye Zhang, Lei Xu, 2018, Medical Image Anal..

Unsupervised boundary delineation of spinal neural foramina using a multi‐feature and adaptive spectral segmentation

Heye Zhang, Shuo Li, Mark Landis, 2017, Medical Image Anal..

Motion Estimation of Common Carotid Artery Wall Using a H ∞ Filter Based Block Matching Method

Yuan-Ting Zhang, Heye Zhang, Wanqing Wu, 2015, MICCAI.

Electrocardiographic Simulation on Coupled Meshfree-BEM Platform

Heye Zhang, Pengcheng Shi, Ken C. L. Wong, 2009, FIMH.

Physiological Fusion of Functional and Structural Images for Cardiac Deformation Recovery

Huafeng Liu, Heye Zhang, Pengcheng Shi, 2011, IEEE Transactions on Medical Imaging.

Computational complexity reduction via mode superposition: Application to biomechanics-based nonlinear cardiac deformation recovery

Heye Zhang, Pengcheng Shi, Ken C. L. Wong, 2010, 2010 IEEE International Conference on Image Processing.

Robust recovery of myocardial kinematics using dual ℋ∞$\mathcal {H}_{\infty }$ criteria

Defeng Wang, Huafeng Liu, Heye Zhang, 2017, Multimedia Tools and Applications.

Carotid Artery Wall Motion Estimated from Ultrasound Imaging Sequences Using a Nonlinear State Space Approach

Yaoqin Xie, Heye Zhang, Yanjie Li, 2016, MICCAI.

Robust Segmentation of Intima–Media Borders With Different Morphologies and Dynamics During the Cardiac Cycle

Jianwen Luo, Yaoqin Xie, Heye Zhang, 2018, IEEE Journal of Biomedical and Health Informatics.

Meshfree framework for image-derived modelling

Heye Zhang, Pengcheng Shi, Peter J. Hunter, 2008, 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Automatic Detection of Calcified Plaque with Acoustic Shadowing

Yuan-Ting Zhang, Heye Zhang, Zhifan Gao, 2014 .

Robust estimation of carotid artery wall motion using the elasticity‐based state‐space approach

Heye Zhang, Dhanjoo N. Ghista, Shuo Li, 2017, Medical Image Anal..

Detection of lumen and media-adventitia borders in IVUS images using sparse auto-encoder neural network

Heye Zhang, Shuo Li, Qiang Lin, 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017).

Automatic segmentation of coronary tree in CT angiography images

Heye Zhang, Wanqing Wu, Xin Liu, 2019 .

Motion Tracking of the Carotid Artery Wall From Ultrasound Image Sequences: a Nonlinear State-Space Approach

Dong Liang, Heye Zhang, Yanjie Li, 2018, IEEE Transactions on Medical Imaging.

Investigation on Cardiovascular Risk Prediction Using Physiological Parameters

Yuan-Ting Zhang, Heye Zhang, Wan-Hua Lin, 2013, Comput. Math. Methods Medicine.

Estimation of Cardiac Electrical Propagation from Medical Image Sequence

Heye Zhang, Pengcheng Shi, Chun Lok Wong, 2006, MICCAI.

Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation pdf

Guang Yang, Jun Chen, Elsa D. Angelini, 2018, MICCAI.

Privileged Modality Distillation for Vessel Border Detection in Intracoronary Imaging

Heye Zhang, Shuo Li, Zhifan Gao, 2019, IEEE Transactions on Medical Imaging.

A comparative study of fuzzy vault based security methods for wirless body sensor networks

Yuan-Ting Zhang, Heye Zhang, Wanqing Wu, 2016, 2016 10th International Conference on Sensing Technology (ICST).

PV-LVNet: Direct left ventricle multitype indices estimation from 2D echocardiograms of paired apical views with deep neural networks

Heye Zhang, Limin Luo, Yang Chen, 2019, Medical Image Anal..

A stochastic filtering approach to recover strain images from quasi-static ultrasound elastography

Heye Zhang, Minhua Lu, Weifang Li, 2014, Biomedical engineering online.

EchoQuan-Net: Direct Quantification of Echo Sequence for Left Ventricle Multidimensional Indices via Global-Local Learning, Geometric Adjustment and Multi-target Relation Learning

Cheng Feng, Heye Zhang, Limin Luo, 2019, ICANN.

A survey of GPU-based medical image computing techniques.

Lin Shi, Defeng Wang, Heye Zhang, 2012, Quantitative imaging in medicine and surgery.

Simulations of Cardiac Electrophysiological Activities Using a Heart-Torso Model

Heye Zhang, Pengcheng Shi, Linwei Wang, 2007, FIMH.

A novel machine-learning algorithm to estimate the position and size of myocardial infarction for MRI sequence

Heye Zhang, Shuo Li, Yanping Zhang, 2018, Computing.

Transmural Electrophysiologic and Scar Imaging on Porcine Heart with Chronic Infarction

Huafeng Liu, Heye Zhang, Pengcheng Shi, 2011, STACOM.

A Statistical Physiological-Model-Constrained Framework for Computational Imaging of Subject-Specific Volumetric Cardiac Electrophysiology Using Optical Imaging and MRI Data

Huafeng Liu, Heye Zhang, Pengcheng Shi, 2010, STACOM/CESC.

Integrating Functional and Structural Images for Simultaneous Cardiac Segmentation and Deformation Recovery

Huafeng Liu, Heye Zhang, Pengcheng Shi, 2007, MICCAI.

Erratum: Sandeep P., et al. A Novel Secure IoT-Based Smart Home Automation System Using a Wireless Sensor Network. Sensors 2017, 17, 69

Yuan-Ting Zhang, Heye Zhang, Wanqing Wu, 2017, Sensors.

Reconstruction of elasticity: a stochastic model-based approach in ultrasound elastography

Zhenghui Hu, Heye Zhang, Huafeng Liu, 2013, Biomedical engineering online.

SIMULTANEOUS RECOVERY OF LEFT VENTRICULAR MOTION AND INPUT FORCES FROM MEDICAL IMAGE SEQUENCES

Huafeng Liu, Heye Zhang, Pengcheng Shi, 2007, 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

An artificial neural network method for lumen and media-adventitia border detection in IVUS

Zhenghui Hu, Heye Zhang, Zhifan Gao, 2017, Comput. Medical Imaging Graph..

Dynamic structural-image-guided noninvasive volumetric cardiac electrophysiological mapping

Heye Zhang, Pengcheng Shi, Ken C. L. Wong, 2008, 2008 15th IEEE International Conference on Image Processing.

Nasopharyngeal carcinoma segmentation based on enhanced convolutional neural networks using multi-modal metric learning

Heye Zhang, Jiliu Zhou, Xi Wu, 2019, Physics in medicine and biology.

A Novel Biometric Algorithm to Body Sensor Networks

Heye Zhang, Sandeep Pirbhulal, Wanqing Wu, 2015 .

Towards Noninvasive 3D Imaging of Cardiac Arrhythmias

Heye Zhang, Pengcheng Shi, Linwei Wang, 2007, FIMH.

Noninvasive Functional Imaging of Volumetric Cardiac Electrical Activity: A Human Study on Myocardial Infarction

Heye Zhang, Pengcheng Shi, Ken C. L. Wong, 2008, MICCAI.

A strain-based ultrasound elastography using phase shift with prior estimates and meshfree shape function

Huafeng Liu, Heye Zhang, Siping Chen, 2011, 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Coupled Meshfree-BEM Platform for Electrocardiographic Simulation: Modeling and Validations

Heye Zhang, Pengcheng Shi, Ken C. L. Wong, 2008, MIAR.

Joint Estimation for Nonlinear Dynamic System from FMRI Time Series

Zhenghui Hu, Heye Zhang, Pengcheng Shi, 2007, 2007 IEEE International Conference on Image Processing.

A Meshfree Representation for Cardiac Medical Image Computing

Heye Zhang, Ken C. L. Wong, Huafeng Liu, 2018, IEEE Journal of Translational Engineering in Health and Medicine.

NONINVASIVE IMAGING OF 3D CARDIAC ELECTROPHYSIOLOGY

Huafeng Liu, Heye Zhang, Pengcheng Shi, 2007, 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Nonlinear cardiac deformation recovery from medical images

Heye Zhang, Pengcheng Shi, Ken C. L. Wong, 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).

Joint optic disc and cup segmentation using semi-supervised conditional GANs

Heye Zhang, Ying Zhou, Zhiyong Lin, 2019, Comput. Biol. Medicine.

Physiological Fusion of Functional and Structural Data for Cardiac Deformation Recovery

Heye Zhang, Pengcheng Shi, Ken C. L. Wong, 2010, MICCAI.

Smart Health of Ultrasound Telemedicine Based on Deeply Represented Semantic Segmentation

Heye Zhang, Ying Shen, Lin Xu, 2021, IEEE Internet of Things Journal.

A reduced-rank square root filtering framework for noninvasive functional imaging of volumetric cardiac electrical activity

Heye Zhang, Pengcheng Shi, Ken C. L. Wong, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Holistic and Deep Feature Pyramids for Saliency Detection

Guang Yang, Xin Wang, Ming Li, 2018, BMVC.

Discriminative Consistent Domain Generation for Semi-supervised Learning pdf

Jun Chen, Heye Zhang, Raad Mohiaddin, 2019, MICCAI.

Imaging of 3D Cardiac Electrical Activity: A Model-Based Recovery Framework

Huafeng Liu, Heye Zhang, Linwei Wang, 2006, MICCAI.

Meshfree implementation of individualized active cardiac dynamics

Huafeng Liu, Heye Zhang, Pengcheng Shi, 2010, Comput. Medical Imaging Graph..

Heartbeats Based Biometric Random Binary Sequences Generation to Secure Wireless Body Sensor Networks

Yuan-Ting Zhang, Heye Zhang, Wanqing Wu, 2018, IEEE Transactions on Biomedical Engineering.

A master-slave robotic simulator based on GPUDirect

Yu Guo, Heye Zhang, Jianying Li, 2012, 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems.

Non-invasive reconstruction of dynamic myocardial transmembrane potential with graph-based total variation constraints

Huafeng Liu, Heye Zhang, Linwei Wang, 2019, Healthcare technology letters.

Learning the implicit strain reconstruction in ultrasound elastography using privileged information

Jianwen Luo, Heye Zhang, Shuo Li, 2019, Medical Image Anal..

Direct Reconstruction of Ultrasound Elastography Using an End-to-End Deep Neural Network

Jianwen Luo, Zhi Liu, Heye Zhang, 2018, MICCAI.

An Efficient Biometric-Based Algorithm Using Heart Rate Variability for Securing Body Sensor Networks

Yuan-Ting Zhang, Guanglin Li, Heye Zhang, 2015, Sensors.

Noninvasive volumetric imaging of cardiac electrophysiology

Huafeng Liu, Heye Zhang, Pengcheng Shi, 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

Automated anatomical labeling of coronary arteries via bidirectional tree LSTMs

Junjie Bai, Dan Wu, Xin Wang, 2018, International Journal of Computer Assisted Radiology and Surgery.

Learning physical properties in complex visual scenes: An intelligent machine for perceiving blood flow dynamics from static CT angiography imaging

Heye Zhang, Xin Wang, Victor Hugo C. de Albuquerque, 2019, Neural Networks.

Reweighted Anisotropic Total Variation Minimization for Limited-Angle CT Reconstruction

Heye Zhang, Huafeng Liu, Ting Wang, 2017, IEEE Transactions on Nuclear Science.

Direct Detection of Pixel-Level Myocardial Infarction Areas via a Deep-Learning Algorithm

Heye Zhang, Lei Xu, Dhanjoo N. Ghista, 2017, MICCAI.

Recovery of Myocardial Kinematic Function without the Time History of External Loads

Bo Li, Heye Zhang, Alistair A. Young, 2010, EURASIP J. Adv. Signal Process..

Continuous Cuff-Less Blood Pressure Estimation Based on Combined Information Using Deep Learning Approach

Yuan-Ting Zhang, Heye Zhang, Dan Wu, 2018, Journal of Medical Imaging and Health Informatics.

Physiome Model Based State-Space Framework for Cardiac Kinematics Recovery

Huafeng Liu, Heye Zhang, Pengcheng Shi, 2006, MICCAI.

Computational Complexity Reduction for Volumetric Cardiac Deformation Recovery

Huafeng Liu, Heye Zhang, Pengcheng Shi, 2009, J. Signal Process. Syst..

Simulation of Active Cardiac Electromechanical Dynamics

Huafeng Liu, Heye Zhang, Pengcheng Shi, 2008, MIAR.

Direct Quantification for Coronary Artery Stenosis Using Multiview Learning pdf

Heye Zhang, Yanping Zhang, Shu Zhao, 2019, MICCAI.

IoT-based 3D convolution for video salient object detection

Heye Zhang, Gui-Bin Bian, Wanqing Wu, 2019, Neural Computing and Applications.

A Meshfree Method for Simulating Myocardial Electrical Activity

Heye Zhang, Wenhua Huang, Huajun Ye, 2012, Comput. Math. Methods Medicine.

Direct and simultaneous estimation of cardiac four chamber volumes by multioutput sparse regression

Heye Zhang, Xiantong Zhen, Shuo Li, 2017, Medical Image Anal..

An Inverse Recovery of Cardiac Electrical Propagation from Image Sequences

Heye Zhang, Pengcheng Shi, Chun Lok Wong, 2006, MIAR.

Quantitative Assessment for Self-Tracking of Acute Stress Based on Triangulation Principle in a Wearable Sensor System

Heye Zhang, Wanqing Wu, Subhas Chandra Mukhopadhyay, 2019, IEEE Journal of Biomedical and Health Informatics.

Challenges and Opportunities in Cardiovascular Health Informatics

Yuan-Ting Zhang, Heye Zhang, Wan-Hua Lin, 2013, IEEE Transactions on Biomedical Engineering.

Analysis of Efficient Biometric Index using Heart Rate Variability for Remote Monitoring of Obstructive Sleep Apnea

Heye Zhang, Lin Xu, Yuan-Ting Zhang, 2017 .

Three-dimensional hemodynamics analysis of the circle of Willis in the patient-specific nonintegral arterial structures

Heye Zhang, Dhanjoo Ghista, Zhifan Gao, 2016, Biomechanics and modeling in mechanobiology.

Functional assessment of the stenotic carotid artery by CFD-based pressure gradient evaluation.

Heye Zhang, Pengcheng Xu, Wenhua Huang, 2016, American journal of physiology. Heart and circulatory physiology.