| 2024 | MICCAI | Variational Field Constraint Learning for Degree of Coronary Artery Ischemia Assessment. | Qi Zhang, Xiujian Liu, Heye Zhang, Chenchu Xu, Guang Yang, Yixuan Yuan, Tao Tan, Zhifan Gao |
| 2023 | CGI | Controllable Deep Learning Denoising Model for Ultrasound Images Using Synthetic Noisy Image. | Mingfu Jiang, Chenzhi You, Mingwei Wang, Heye Zhang, Zhifan Gao, Dawei Wu, Tao Tan |
| 2023 | MICCAI | Conditional Physics-Informed Graph Neural Network for Fractional Flow Reserve Assessment. | Baihong Xie, Xiujian Liu, Heye Zhang, Chenchu Xu, Tieyong Zeng, Yixuan Yuan, Guang Yang, Zhifan Gao |
| 2021 | MICCAI | Joint Segmentation and Quantification of Main Coronary Vessels Using Dual-Branch Multi-scale Attention Network. | Hongwei Zhang, Dong Zhang, Zhifan Gao, Heye Zhang |
| 2020 | BMVC | Annealing Genetic GAN for Minority Oversampling. | Jingyu Hao, Chengjia Wang, Heye Zhang, Guang Yang |
| 2020 | MICCAI | Deep Attentive Wasserstein Generative Adversarial Networks for MRI Reconstruction with Recurrent Context-Awareness. | Yifeng Guo, Chengjia Wang, Heye Zhang, Guang Yang |
| 2019 | ICANN | EchoQuan-Net: Direct Quantification of Echo Sequence for Left Ventricle Multidimensional Indices via Global-Local Learning, Geometric Adjustment and Multi-target Relation Learning. | Rongjun Ge, Guanyu Yang, Chenchu Xu, Jiulou Zhang, Yang Chen, Limin Luo, Cheng Feng, Heye Zhang, Shuo Li |
| 2019 | MICCAI | Discriminative Consistent Domain Generation for Semi-supervised Learning. | Jun Chen, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David N. Firmin, Guang Yang, Jennifer Keegan |
| 2019 | MICCAI | Recurrent Aggregation Learning for Multi-view Echocardiographic Sequences Segmentation. | Ming Li, Weiwei Zhang, Guang Yang, Chengjia Wang, Heye Zhang, Huafeng Liu, Wei Zheng, Shuo Li |
| 2019 | MICCAI | Direct Quantification for Coronary Artery Stenosis Using Multiview Learning. | Dong Zhang, Guang Yang, Shu Zhao, Yanping Zhang, Heye Zhang, Shuo Li |
| 2018 | BMVC | Holistic and Deep Feature Pyramids for Saliency Detection. | Shizhong Dong, Zhifan Gao, Shanhui Sun, Xin Wang, Ming Li, Heye Zhang, Guang Yang, Huafeng Liu, Shuo Li |
| 2018 | BMVC | Deep Learning intra-image and inter-images features for Co-saliency detection. | Min Li, Shizhong Dong, Kun Zhang, Zhifan Gao, Xi Wu, Heye Zhang, Guang Yang, Shuo Li |
| 2018 | MICCAI | Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation. | 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 |
| 2018 | MICCAI | Direct Reconstruction of Ultrasound Elastography Using an End-to-End Deep Neural Network. | Sitong Wu, Zhifan Gao, Zhi Liu, Jianwen Luo, Heye Zhang, Shuo Li |
| 2018 | MICCAI | MuTGAN: Simultaneous Segmentation and Quantification of Myocardial Infarction Without Contrast Agents via Joint Adversarial Learning. | Chenchu Xu, Lei Xu, Gary Brahm, Heye Zhang, Shuo Li |
| 2017 | MICCAI | Direct Detection of Pixel-Level Myocardial Infarction Areas via a Deep-Learning Algorithm. | Chenchu Xu, Lei Xu, Zhifan Gao, Shen Zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo N. Ghista, Shuo Li |
| 2016 | MICCAI | Carotid Artery Wall Motion Estimated from Ultrasound Imaging Sequences Using a Nonlinear State Space Approach. | Zhifan Gao, Yuanyuan Sun, Heye Zhang, Dhanjoo N. Ghista, Yanjie Li, Huahua Xiong, Xin Liu, Yaoqin Xie, Wanqing Wu, Shuo Li |
| 2015 | MICCAI | Motion Estimation of Common Carotid Artery Wall Using a H ∞ Filter Based Block Matching Method. | Zhifan Gao, Huahua Xiong, Heye Zhang, Dan Wu, Minhua Lu, Wanqing Wu, Kelvin Kian Loong Wong, Yuan-Ting Zhang |
| 2012 | IROS | A master-slave robotic simulator based on GPUDirect. | Jianying Li, Yu Guo, Heye Zhang, Yongming Xie |
| 2011 | ICIP | Elastographic image reconstruction: A stochastic state space approach. | Jun Wang, Heye Zhang, Minhua Lu, Huafeng Liu, Zhenghui Hu |
| 2011 | MICCAI | Transmural Electrophysiologic and Scar Imaging on Porcine Heart with Chronic Infarction. | Linwei Wang, Fady Dawoud, Ken C. L. Wong, Heye Zhang, Huafeng Liu, Albert C. Lardo, Pengcheng Shi |
| 2010 | ICIP | Computational complexity reduction via mode superposition: Application to biomechanics-based nonlinear cardiac deformation recovery. | Ken C. L. Wong, Linwei Wang, Heye Zhang, Pengcheng Shi |
| 2010 | MICCAI | How Much Geometrical Detail Do We Need in Cardiac Electrophysiological Imaging? A Generic Heart-Torso Representation for Fast Subject-Specific Customization. | Linwei Wang, Ken C. L. Wong, Heye Zhang, Huafeng Liu, Pengcheng Shi |
| 2010 | MICCAI | A Statistical Physiological-Model-Constrained Framework for Computational Imaging of Subject-Specific Volumetric Cardiac Electrophysiology Using Optical Imaging and MRI Data. | Linwei Wang, Ken C. L. Wong, Heye Zhang, Huafeng Liu, Pengcheng Shi |
| 2010 | MICCAI | Physiological Fusion of Functional and Structural Data for Cardiac Deformation Recovery. | Ken C. L. Wong, Linwei Wang, Heye Zhang, Pengcheng Shi |
| 2010 | MICCAI | Recovering Cardiac Electrical Activity from Medical Image Sequence: A Model-Based Approach. | Heye Zhang, Bo Li, Pengcheng Shi, Qingmao Hu, Pheng-Ann Heng |
| 2009 | CVPR | Noninvasive volumetric imaging of cardiac electrophysiology. | Linwei Wang, Heye Zhang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi |
| 2009 | ICASSP | A reduced-rank square root filtering framework for noninvasive functional imaging of volumetric cardiac electrical activity. | Linwei Wang, Heye Zhang, Ken C. L. Wong, Pengcheng Shi |
| 2009 | ICIP | Nonlinear cardiac deformation recovery from medical images. | Ken C. L. Wong, Linwei Wang, Heye Zhang, Pengcheng Shi |
| 2009 | MICCAI | Noninvasive Imaging of Electrophysiological Substrates in Post Myocardial Infarction. | Linwei Wang, Heye Zhang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi |
| 2008 | ICIP | Dynamic structural-image-guided noninvasive volumetric cardiac electrophysiological mapping. | Linwei Wang, Ken C. L. Wong, Heye Zhang, Pengcheng Shi |
| 2008 | MICCAI | Noninvasive Functional Imaging of Volumetric Cardiac Electrical Activity: A Human Study on Myocardial Infarction. | Linwei Wang, Ken C. L. Wong, Heye Zhang, Pengcheng Shi |
| 2007 | ICIP | Joint Estimation for Nonlinear Dynamic System from FMRI Time Series. | Zhenghui Hu, Heye Zhang, Linwei Wang, Xiaolan Song, Pengcheng Shi |
| 2007 | MICCAI | Integrating Functional and Structural Images for Simultaneous Cardiac Segmentation and Deformation Recovery. | Ken C. L. Wong, Linwei Wang, Heye Zhang, Huafeng Liu, Pengcheng Shi |
| 2006 | MICCAI | Imaging of 3D Cardiac Electrical Activity: A Model-Based Recovery Framework. | Linwei Wang, Heye Zhang, Pengcheng Shi, Huafeng Liu |
| 2006 | MICCAI | Physiome Model Based State-Space Framework for Cardiac Kinematics Recovery. | Ken C. L. Wong, Heye Zhang, Huafeng Liu, Pengcheng Shi |
| 2006 | MICCAI | Estimation of Cardiac Electrical Propagation from Medical Image Sequence. | Heye Zhang, Chun Lok Wong, Pengcheng Shi |