Heye Zhang

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 102

Top Venues

CoRR

Medical Image Anal.

IEEE Trans. Medical Imaging

MICCAI (2)

Publications

Jiayi Pan, Hengyong Yu, Zhifan Gao, Shaoyu Wang, Heye Zhang, Weiwen Wu
Iterative Residual Optimization Network for Limited-Angle Tomographic Reconstruction. IEEE Trans. Image Process. 33 (2024)
Jinhui Wu, Heye Zhang, Xiujian Liu, Minhua Lu, Zhifan Gao
Segmentation-assisted hierarchical constrained state space approach for robust carotid artery wall motion measurement. Expert Syst. Appl. 254 (2024)
Xiujian Liu, Ge Guo, Anbang Wang, Yupeng Wang, Shaomin Chen, Penghui Zhao, Zhaowei Yin, Suxuan Liu, Zhifan Gao, Heye Zhang, Lingyun Zu
Quantification of functional hemodynamics in aortic valve disease using cardiac computed tomography angiography. Comput. Biol. Medicine 177 (2024)
Zhenxuan Zhang, Chengjin Yu, Heye Zhang, Zhifan Gao
Embedding Tasks Into the Latent Space: Cross-Space Consistency for Multi-Dimensional Analysis in Echocardiography. IEEE Trans. Medical Imaging 43 (6) (2024)
Wenhao Zhong, Heye Zhang, Zhifan Gao, William Kongto Hau, Guang Yang, Xiujian Liu, Lin Xu
Distraction-aware hierarchical learning for vascular structure segmentation in intravascular ultrasound images. Comput. Medical Imaging Graph. 115 (2024)
Xiujian Liu, Baihong Xie, Dong Zhang, Heye Zhang, Zhifan Gao, Victor Hugo C. de Albuquerque
Unsupervised physics-informed deep learning for assessing pulmonary artery hemodynamics. Expert Syst. Appl. 257 (2024)
Shuxin Zhuang, Heye Zhang, Wanli Ding, Zhemin Zhuang, Jinglin Zhang, Zhifan Gao
Semi-supervised domain adaptation incorporating three-way decision for multi-view echocardiographic sequence segmentation. Appl. Soft Comput. 155 (2024)
Weiyuan Lin, Zhifan Gao, Hui Liu, Heye Zhang
A Deformable Constraint Transport Network for Optimal Aortic Segmentation From CT Images. IEEE Trans. Medical Imaging 43 (4) (2024)
Chenchu Xu, Xue Wu, Boyan Wang, Jie Chen, Zhifan Gao, Xiujian Liu, Heye Zhang
Accurate segmentation of liver tumor from multi-modality non-contrast images using a dual-stream multi-level fusion framework. Comput. Medical Imaging Graph. 116 (2024)
Jun Chen, Heye Zhang, Mingming Gong, Zhifan Gao
Collaborative compensative transformer network for salient object detection. Pattern Recognit. 154 (2024)
Saidi Guo, Xiujian Liu, Heye Zhang, Qixin Lin, Lei Xu, Changzheng Shi, Zhifan Gao, Antonella Guzzo, Giancarlo Fortino
Causal knowledge fusion for 3D cross-modality cardiac image segmentation. Inf. Fusion 99 (2023)
Chengjia Wang, Heye Zhang, Georgios Papanastasiou, Guang Yang
Editorial: Advances in machine learning methods facilitating collaborative image-based decision making for neuroscience. Frontiers Comput. Neurosci. 17 (2023)
Wanli Ding, Heye Zhang, Shuxin Zhuang, Zhemin Zhuang, Zhifan Gao
Multi-view stereoscopic attention network for 3D tumor classification in automated breast ultrasound. Expert Syst. Appl. 234 (2023)
Dong Zhang, Heye Zhang, Hongwei Zhang, Lei Xu, Jinglin Zhang, Zhifan Gao
Distance transform learning for structural and functional analysis of coronary artery from dual-view angiography. Future Gener. Comput. Syst. 145 (2023)
Chengjin Yu, Shuang Li, Dhanjoo N. Ghista, Zhifan Gao, Heye Zhang, Javier Del Ser, Lin Xu
Multi-level multi-type self-generated knowledge fusion for cardiac ultrasound segmentation. Inf. Fusion 92 (2023)
Chengjin Yu, Huafeng Liu, Heye Zhang
Distilling sub-space structure across views for cardiac indices estimation. Medical Image Anal. 85 (2023)
Weiwei Zhang, Zhen Zhou, Zhifan Gao, Guang Yang, Lei Xu, Weiwen Wu, Heye Zhang
Multiple Adversarial Learning Based Angiography Reconstruction for Ultra-Low-Dose Contrast Medium CT. IEEE J. Biomed. Health Informatics 27 (1) (2023)
Saidi Guo, Heye Zhang, Yifeng Gao, Hui Wang, Lei Xu, Zhifan Gao, Antonella Guzzo, Giancarlo Fortino
Survival prediction of heart failure patients using motion-based analysis method. Comput. Methods Programs Biomed. 236 (2023)
Mingfu Jiang, Chenzhi You, Mingwei Wang, Heye Zhang, Zhifan Gao, Dawei Wu, Tao Tan
Controllable Deep Learning Denoising Model for Ultrasound Images Using Synthetic Noisy Image. CGI (1) (2023)
Hongwei Zhang, Zhifan Gao, Dong Zhang, William Kongto Hau, Heye Zhang
Progressive Perception Learning for Main Coronary Segmentation in X-Ray Angiography. IEEE Trans. Medical Imaging 42 (3) (2023)
Baihong Xie, Xiujian Liu, Heye Zhang, Chenchu Xu, Tieyong Zeng, Yixuan Yuan, Guang Yang, Zhifan Gao
Conditional Physics-Informed Graph Neural Network for Fractional Flow Reserve Assessment. MICCAI (7) (2023)
Yihua Zhi, William Kongto Hau, Heye Zhang, Zhifan Gao
Vessel Contour Detection in Intracoronary Images via Bilateral Cross-Domain Adaptation. IEEE J. Biomed. Health Informatics 27 (7) (2023)
Dong Zhang, Xiujian Liu, Jun Xia, Zhifan Gao, Heye Zhang, Victor Hugo C. de Albuquerque
A Physics-Guided Deep Learning Approach for Functional Assessment of Cardiovascular Disease in IoT-Based Smart Health. IEEE Internet Things J. 10 (21) (2023)
Yang Nan, Peng Tang, Guyue Zhang, Caihong Zeng, Zhihong Liu, Zhifan Gao, Heye Zhang, Guang Yang
Unsupervised Tissue Segmentation via Deep Constrained Gaussian Network. IEEE Trans. Medical Imaging 41 (12) (2022)
Jun Chen, Guang Yang, Habib Khan, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David N. Firmin, Jennifer Keegan
JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets. IEEE J. Biomed. Health Informatics 26 (1) (2022)
Jun Chen, Heye Zhang, Raad Mohiaddin, Tom Wong, David N. Firmin, Jennifer Keegan, Guang Yang
Adaptive Hierarchical Dual Consistency for Semi-Supervised Left Atrium Segmentation on Cross-Domain Data. IEEE Trans. Medical Imaging 41 (2) (2022)
Zhenyang Chen, Yu-Ping Zhou, Xiujian Liu, Xin Jiang, Tao Wu, Dhanjoo N. Ghista, Xi-Qi Xu, Heye Zhang, Zhi-Cheng Jing
A Personalized Pulmonary Circulation Model to Non-Invasively Calculate Fractional Flow Reserve for Artery Stenosis Detection. IEEE Trans. Biomed. Eng. 69 (4) (2022)
Jiayi Pan, Heye Zhang, Weifei Wu, Zhifan Gao, Weiwen Wu
Multi-domain integrative Swin transformer network for sparse-view tomographic reconstruction. Patterns 3 (6) (2022)
Yang Nan, Peng Tang, Guyue Zhang, Caihong Zeng, Zhihong Liu, Zhifan Gao, Heye Zhang, Guang Yang
Unsupervised Tissue Segmentation via Deep Constrained Gaussian Network. CoRR (2022)
Chulin Wu, Heye Zhang, Jiaqi Chen, Zhifan Gao, Pengfei Zhang, Khan Muhammad, Javier Del Ser
Vessel-GAN: Angiographic reconstructions from myocardial CT perfusion with explainable generative adversarial networks. Future Gener. Comput. Syst. 130 (2022)
Jingyu Hao, Chengjia Wang, Guang Yang, Zhifan Gao, Jinglin Zhang, Heye Zhang
Annealing Genetic GAN for Imbalanced Web Data Learning. IEEE Trans. Multim. 24 (2022)
Guang Yang, Heye Zhang, David N. Firmin, Shuo Li
Recent advances in artificial intelligence for cardiac imaging. Comput. Medical Imaging Graph. 90 (2021)
Jiaqi Chen, Pengfei Zhang, Huafeng Liu, Lei Xu, Heye Zhang
Spatio-temporal multi-task network cascade for accurate assessment of cardiac CT perfusion. Medical Image Anal. 74 (2021)
Jun Chen, Heye Zhang, Raad Mohiaddin, Tom Wong, David N. Firmin, Jennifer Keegan, Guang Yang
Adaptive Hierarchical Dual Consistency for Semi-Supervised Left Atrium Segmentation on Cross-Domain Data. CoRR (2021)
Hongwei Zhang, Dong Zhang, Zhifan Gao, Heye Zhang
Joint Segmentation and Quantification of Main Coronary Vessels Using Dual-Branch Multi-scale Attention Network. MICCAI (1) (2021)
Weiwei Zhang, Guang Yang, Nan Zhang, Lei Xu, Xiaoqing Wang, Yanping Zhang, Heye Zhang, Javier Del Ser, Victor Hugo C. de Albuquerque
Multi-task learning with Multi-view Weighted Fusion Attention for artery-specific calcification analysis. Inf. Fusion 71 (2021)
Jiayi Pan, Weiwen Wu, Zhifan Gao, Heye Zhang
MIST-net: Multi-domain Integrative Swin Transformer network for Sparse-View CT Reconstruction. CoRR (2021)
Chengjin Yu, Zhifan Gao, Weiwei Zhang, Guang Yang, Shu Zhao, Heye Zhang, Yanping Zhang, Shuo Li
Multitask Learning for Estimating Multitype Cardiac Indices in MRI and CT Based on Adversarial Reverse Mapping. IEEE Trans. Neural Networks Learn. Syst. 32 (2) (2021)
Chengjia Wang, Guang Yang, Giorgos Papanastasiou, Heye Zhang, Joel J. P. C. Rodrigues, Victor Hugo C. de Albuquerque
Industrial Cyber-Physical Systems-Based Cloud IoT Edge for Federated Heterogeneous Distillation. IEEE Trans. Ind. Informatics 17 (8) (2021)
Chenchu Xu, Zhifan Gao, Heye Zhang, Shuo Li, Victor Hugo C. de Albuquerque
Video salient object detection using dual-stream spatiotemporal attention. Appl. Soft Comput. 108 (2021)
Jun Chen, Guang Yang, Habib Khan, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David N. Firmin, Jennifer Keegan
JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets. CoRR (2021)
Ying Shen, Heye Zhang, Yiting Fan, Alex Pui-Wai Lee, Lin Xu
Smart Health of Ultrasound Telemedicine Based on Deeply Represented Semantic Segmentation. IEEE Internet Things J. 8 (23) (2021)
Saidi Guo, Lin Xu, Cheng Feng, Huahua Xiong, Zhifan Gao, Heye Zhang
Multi-level semantic adaptation for few-shot segmentation on cardiac image sequences. Medical Image Anal. 73 (2021)
Ming Li, Shizhou Dong, Zhifan Gao, Cheng Feng, Huahua Xiong, Wei Zheng, Dhanjoo N. Ghista, Heye Zhang, Victor Hugo C. de Albuquerque
Unified model for interpreting multi-view echocardiographic sequences without temporal information. Appl. Soft Comput. 88 (2020)
Zhifan Gao, Heye Zhang, Shizhou Dong, Shanhui Sun, Xin Wang, Guang Yang, Wanqing Wu, Shuo Li, Victor Hugo C. de Albuquerque
Salient Object Detection in the Distributed Cloud-Edge Intelligent Network. IEEE Netw. 34 (2) (2020)
Zhifan Gao, Xin Wang, Shanhui Sun, Dan Wu, Junjie Bai, Youbing Yin, Xin Liu, Heye Zhang, Victor Hugo C. de Albuquerque
Learning physical properties in complex visual scenes: An intelligent machine for perceiving blood flow dynamics from static CT angiography imaging. Neural Networks 123 (2020)
Chenchu Xu, Joanne Howey, Pavlo Ohorodnyk, Mike Roth, Heye Zhang, Shuo Li
Segmentation and quantification of infarction without contrast agents via spatiotemporal generative adversarial learning. Medical Image Anal. 59 (2020)
Ming Li, Chengjia Wang, Heye Zhang, Guang Yang
MV-RAN: Multiview recurrent aggregation network for echocardiographic sequences segmentation and full cardiac cycle analysis. Comput. Biol. Medicine 120 (2020)
Jingyu Hao, Chengjia Wang, Heye Zhang, Guang Yang
Annealing Genetic GAN for Minority Oversampling. BMVC (2020)
Jingyu Hao, Chengjia Wang, Heye Zhang, Guang Yang
Annealing Genetic GAN for Minority Oversampling. CoRR (2020)
Guang Yang, Jun Chen, Zhifan Gao, Shuo Li, Hao Ni, Elsa D. Angelini, Tom Wong, Raad Mohiaddin, Eva Nyktari, Ricardo Wage, Lei Xu, Yanping Zhang, Xiuquan Du, Heye Zhang, David N. Firmin, Jennifer Keegan
Simultaneous Left Atrium Anatomy and Scar Segmentations via Deep Learning in Multiview Information with Attention. CoRR (2020)
Dong Zhang, Guang Yang, Shu Zhao, Yanping Zhang, Dhanjoo N. Ghista, Heye Zhang, Shuo Li
Direct Quantification of Coronary Artery Stenosis Through Hierarchical Attentive Multi-View Learning. IEEE Trans. Medical Imaging 39 (12) (2020)
Shizhou Dong, Zhifan Gao, Sandeep Pirbhulal, Gui-Bin Bian, Heye Zhang, Wanqing Wu, Shuo Li
IoT-based 3D convolution for video salient object detection. Neural Comput. Appl. 32 (3) (2020)
Guang Yang, Jun Chen, Zhifan Gao, Shuo Li, Hao Ni, Elsa D. Angelini, Tom Wong, Raad Mohiaddin, Eva Nyktari, Ricardo Wage, Lei Xu, Yanping Zhang, Xiuquan Du, Heye Zhang, David N. Firmin, Jennifer Keegan
Simultaneous left atrium anatomy and scar segmentations via deep learning in multiview information with attention. Future Gener. Comput. Syst. 107 (2020)
Yifeng Guo, Chengjia Wang, Heye Zhang, Guang Yang
Deep Attentive Wasserstein Generative Adversarial Networks for MRI Reconstruction with Recurrent Context-Awareness. CoRR (2020)
Yongfeng Wang, Wenwen Yue, Xiaolong Li, Shuyu Liu, Lehang Guo, Huixiong Xu, Heye Zhang, Guang Yang
Comparison Study of Radiomics and Deep Learning-Based Methods for Thyroid Nodules Classification Using Ultrasound Images. IEEE Access 8 (2020)
Zhifan Gao, Chenchu Xu, Heye Zhang, Shuo Li, Victor Hugo C. de Albuquerque
Trustful Internet of Surveillance Things Based on Deeply Represented Visual Co-Saliency Detection. IEEE Internet Things J. 7 (5) (2020)
Chengjia Wang, Shizhou Dong, Xiaofeng Zhao, Giorgos Papanastasiou, Heye Zhang, Guang Yang
SaliencyGAN: Deep Learning Semisupervised Salient Object Detection in the Fog of IoT. IEEE Trans. Ind. Informatics 16 (4) (2020)
Zhifan Gao, Jonathan Chung, Mohamed Abdelrazek, Stephanie Leung, William Kongto Hau, Zhanchao Xian, Heye Zhang, Shuo Li
Privileged Modality Distillation for Vessel Border Detection in Intracoronary Imaging. IEEE Trans. Medical Imaging 39 (5) (2020)
Yifeng Guo, Chengjia Wang, Heye Zhang, Guang Yang
Deep Attentive Wasserstein Generative Adversarial Networks for MRI Reconstruction with Recurrent Context-Awareness. MICCAI (2) (2020)
Shaopeng Liu, Jiaming Hong, Xu Lu, Xiping Jia, Zhiyong Lin, Ying Zhou, Ye Liu, Heye Zhang
Joint optic disc and cup segmentation using semi-supervised conditional GANs. Comput. Biol. Medicine 115 (2019)
Jun Chen, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David N. Firmin, Guang Yang, Jennifer Keegan
Discriminative Consistent Domain Generation for Semi-supervised Learning. MICCAI (2) (2019)
Jun Chen, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David N. Firmin, Guang Yang, Jennifer Keegan
Discriminative Consistent Domain Generation for Semi-supervised Learning. CoRR (2019)
Xin Liu, Zhihua Du, Tao Han, Dhanjoo N. Ghista, Shi Lin, Vicky Wang, Jun Wang, Heye Zhang, Zhigeng Pan
Quantitative Analysis of Blood Flow in Cerebral Venous Sinus With Stenosis by Patient-Specific CFD Modeling. IEEE Access 7 (2019)
Chengjia Wang, Giorgos Papanastasiou, Agisilaos Chartsias, Grzegorz Jacenkow, Sotirios A. Tsaftaris, Heye Zhang
FIRE: Unsupervised bi-directional inter-modality registration using deep networks. CoRR (2019)
Ming Li, Weiwei Zhang, Guang Yang, Chengjia Wang, Heye Zhang, Huafeng Liu, Wei Zheng, Shuo Li
Recurrent Aggregation Learning for Multi-view Echocardiographic Sequences Segmentation. MICCAI (2) (2019)
Dan Wu, Xin Wang, Junjie Bai, Xiaoyang Xu, Bin Ouyang, Yuwei Li, Heye Zhang, Qi Song, Kunlin Cao, Youbing Yin
Automated anatomical labeling of coronary arteries via bidirectional tree LSTMs. Int. J. Comput. Assist. Radiol. Surg. 14 (2) (2019)
Zhifan Gao, Sitong Wu, Zhi Liu, Jianwen Luo, Heye Zhang, Mingming Gong, Shuo Li
Learning the implicit strain reconstruction in ultrasound elastography using privileged information. Medical Image Anal. 58 (2019)
Ming Li, Weiwei Zhang, Guang Yang, Chengjia Wang, Heye Zhang, Huafeng Liu, Wei Zheng, Shuo Li
Recurrent Aggregation Learning for Multi-View Echocardiographic Sequences Segmentation. CoRR (2019)
Chenchu Xu, Lin Xu, Heye Zhang, Yanping Zhang, Xiuquan Du, Shuo Li
A novel machine-learning algorithm to estimate the position and size of myocardial infarction for MRI sequence. Computing 101 (6) (2019)
Dong Zhang, Guang Yang, Shu Zhao, Yanping Zhang, Heye Zhang, Shuo Li
Direct Quantification for Coronary Artery Stenosis Using Multiview Learning. MICCAI (2) (2019)
Wanqing Wu, Sandeep Pirbhulal, Heye Zhang, Subhas Chandra Mukhopadhyay
Quantitative Assessment for Self-Tracking of Acute Stress Based on Triangulation Principle in a Wearable Sensor System. IEEE J. Biomed. Health Informatics 23 (2) (2019)
Guanghui Han, Xiabi Liu, Heye Zhang, Guangyuan Zheng, Nouman Qadeer Soomro, Murong Wang, Weihua Liu
Hybrid resampling and multi-feature fusion for automatic recognition of cavity imaging sign in lung CT. Future Gener. Comput. Syst. 99 (2019)
Dong Zhang, Guang Yang, Shu Zhao, Yanping Zhang, Heye Zhang, Shuo Li
Direct Quantification for Coronary Artery Stenosis Using Multiview Learning. CoRR (2019)
Rongjun Ge, Guanyu Yang, Chenchu Xu, Jiulou Zhang, Yang Chen, Limin Luo, Cheng Feng, Heye Zhang, Shuo Li
EchoQuan-Net: Direct Quantification of Echo Sequence for Left Ventricle Multidimensional Indices via Global-Local Learning, Geometric Adjustment and Multi-target Relation Learning. ICANN (Workshop) (2019)
Rongjun Ge, Guanyu Yang, Yang Chen, Limin Luo, Cheng Feng, Heye Zhang, Shuo Li
PV-LVNet: Direct left ventricle multitype indices estimation from 2D echocardiograms of paired apical views with deep neural networks. Medical Image Anal. 58 (2019)
Sitong Wu, Zhifan Gao, Zhi Liu, Jianwen Luo, Heye Zhang, Shuo Li
Direct Reconstruction of Ultrasound Elastography Using an End-to-End Deep Neural Network. MICCAI (1) (2018)
Shizhong Dong, Zhifan Gao, Shanhui Sun, Xin Wang, Ming Li, Heye Zhang, Guang Yang, Huafeng Liu, Shuo Li
Holistic and Deep Feature Pyramids for Saliency Detection. BMVC (2018)
Jun Chen, Guang Yang, Zhifan Gao, Hao Ni, Elsa D. Angelini, Raad Mohiaddin, Tom Wong, Yanping Zhang, Xiuquan Du, Heye Zhang, Jennifer Keegan, David N. Firmin
Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation. MICCAI (2) (2018)
Jun Chen, Guang Yang, Zhifan Gao, Hao Ni, Elsa D. Angelini, Raad Mohiaddin, Tom Wong, Yanping Zhang, Xiuquan Du, Heye Zhang, Jennifer Keegan, David N. Firmin
Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation. CoRR (2018)
Min Li, Shizhong Dong, Kun Zhang, Zhifan Gao, Xi Wu, Heye Zhang, Guang Yang, Shuo Li
Deep Learning intra-image and inter-images features for Co-saliency detection. BMVC (2018)
Qingneng Li, Zhifan Gao, Qiuyu Wang, Jun Xia, Heye Zhang, Huailing Zhang, Huafeng Liu, Shuo Li
Glioma Segmentation With a Unified Algorithm in Multimodal MRI Images. IEEE Access 6 (2018)
Yufa Xia, Huailing Zhang, Lin Xu, Zhifan Gao, Heye Zhang, Huafeng Liu, Shuo Li
An Automatic Cardiac Arrhythmia Classification System With Wearable Electrocardiogram. IEEE Access 6 (2018)
Sandeep Pirbhulal, Heye Zhang, Wanqing Wu, Subhas Chandra Mukhopadhyay, Yuan-Ting Zhang
Heartbeats Based Biometric Random Binary Sequences Generation to Secure Wireless Body Sensor Networks. IEEE Trans. Biomed. Eng. 65 (12) (2018)
Zhifan Gao, Heye Zhang, Defeng Wang, Min Guo, Huafeng Liu, Ling Zhuang, Pengcheng Shi
criteria. Multim. Tools Appl. 77 (17) (2018)
Zhifan Gao, Yanjie Li, Yuanyuan Sun, Jiayuan Yang, Huahua Xiong, Heye Zhang, Xin Liu, Wanqing Wu, Dong Liang, Shuo Li
Motion Tracking of the Carotid Artery Wall From Ultrasound Image Sequences: a Nonlinear State-Space Approach. IEEE Trans. Medical Imaging 37 (1) (2018)
Xiuquan Du, Weiwei Zhang, Heye Zhang, Jun Chen, Yanping Zhang, James Warrington, Gary Brahm, Shuo Li
Deep Regression Segmentation for Cardiac Bi-Ventricle MR Images. IEEE Access 6 (2018)
Shen Zhao, Zhifan Gao, Heye Zhang, Yaoqin Xie, Jianwen Luo, Dhanjoo N. Ghista, Zhanghong Wei, Xiaojun Bi, Huahua Xiong, Chenchu Xu, Shuo Li
Robust Segmentation of Intima-Media Borders With Different Morphologies and Dynamics During the Cardiac Cycle. IEEE J. Biomed. Health Informatics 22 (5) (2018)
Chenchu Xu, Lei Xu, Gary Brahm, Heye Zhang, Shuo Li
MuTGAN: Simultaneous Segmentation and Quantification of Myocardial Infarction Without Contrast Agents via Joint Adversarial Learning. MICCAI (2) (2018)
Chenchu Xu, Lei Xu, Zhifan Gao, Shen Zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo N. Ghista, Huafeng Liu, Shuo Li
Direct delineation of myocardial infarction without contrast agents using a joint motion feature learning architecture. Medical Image Anal. 50 (2018)
Guang Yang, Jun Chen, Zhifan Gao, Heye Zhang, Hao Ni, Elsa D. Angelini, Raad Mohiaddin, Tom Wong, Jennifer Keegan, David N. Firmin
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. EMBC (2018)
Sandeep Pirbhulal, Heye Zhang, Md Eshrat E. Alahi, Hemant Ghayvat, Subhas Chandra Mukhopadhyay, Yuan-Ting Zhang, Wanqing Wu
, 69. Sensors 17 (3) (2017)
Chenchu Xu, Lei Xu, Zhifan Gao, Shen Zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo N. Ghista, Shuo Li
Direct Detection of Pixel-Level Myocardial Infarction Areas via a Deep-Learning Algorithm. MICCAI (3) (2017)
Sandeep Pirbhulal, Heye Zhang, Subhas Chandra Mukhopadhyay, Chunyue Li, Yumei Wang, Guanglin Li, Wanqing Wu, Yuan-Ting Zhang
, 15067-15089. Sensors 17 (3) (2017)
Chenchu Xu, Lei Xu, Zhifan Gao, Shen Zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo N. Ghista, Shuo Li
Direct detection of pixel-level myocardial infarction areas via a deep-learning algorithm. CoRR (2017)
Shengran Su, Zhifan Gao, Heye Zhang, Qiang Lin, William Kongto Hau, Shuo Li
Detection of lumen and media-adventitia borders in IVUS images using sparse auto-encoder neural network. ISBI (2017)
Xiantong Zhen, Heye Zhang, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
Direct and simultaneous estimation of cardiac four chamber volumes by multioutput sparse regression. Medical Image Anal. 36 (2017)
Shengran Su, Zhenghui Hu, Qiang Lin, William Kongto Hau, Zhifan Gao, Heye Zhang
An artificial neural network method for lumen and media-adventitia border detection in IVUS. Comput. Medical Imaging Graph. 57 (2017)
Xiaoxu He, Heye Zhang, Mark Landis, Manas Sharma, James Warrington, Shuo Li
Unsupervised boundary delineation of spinal neural foramina using a multi-feature and adaptive spectral segmentation. Medical Image Anal. 36 (2017)
Zhifan Gao, Huahua Xiong, Xin Liu, Heye Zhang, Dhanjoo N. Ghista, Wanqing Wu, Shuo Li
Robust estimation of carotid artery wall motion using the elasticity-based state-space approach. Medical Image Anal. 37 (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Heye Zhang