Heye Zhang - RankMe

168 papers A* 1A 4B 4Misc 1Journal 118Unranked 40

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adaptive Sequential Bayesian Iterative Learning for Myocardial Motion Estimation on Cardiac Image Sequences. IEEE Trans. Medical Imaging Shuxin Zhuang, Heye Zhang, Dong Liang, Hui Liu, Zhifan Gao
2026	J	`jnl`	Annealing Genetic Slicing Adversarial Networks Based Feedback for Imbalanced Visual Classification. IEEE Trans. Artif. Intell. Yongting Zhao, Zhifan Gao, Jingyu Hao, Yiwen Wang, Heye Zhang
2026	J	`jnl`	Corrigendum to "Energy loss minimization-based side branch flow model for FFR calculation based on intracoronary images" [Computer Methods and Programs in Biomedicine 269 (2025) 108872]. Comput. Methods Programs Biomed. Xiangling Lai, Xiaofei Xue, Zhifan Gao, Baihong Xie, Heye Zhang, Dong Yong, Haibo Jia, Xiujian Liu
2026	J	`jnl`	Cross few-shot learning-based query adaptive network for medical image segmentation. Knowl. Based Syst. Yuhui Song, Chenchu Xu, Chunmei Yang, Jie Chen, Yanping Zhang, Heye Zhang
2026	J	`jnl`	Embracing knowledge integration from the vision-language model for federated domain generalization on multi-source fused data. Inf. Fusion Zhenyu Liu, Heye Zhang, Yiwen Wang, Zhifan Gao
2026	J	`jnl`	Physics-Guided Variational Method for Fractional Flow Reserve Based on Coronary Angiography. IEEE Trans. Medical Imaging Qi Zhang, Heye Zhang, Zhifan Gao, Baihong Xie, Zhihui Zhang, Dan Deng, Changnong Peng, Xiaoqing Wang, Xiujian Liu
2026	J	`jnl`	Unveiling Implicit Advantage Symmetry: Why GRPO Struggles with Exploration and Difficulty Adaptation. CoRR Zhiqi Yu, Zhangquan Chen, Mengting Liu, Heye Zhang, Liangqiong Qu
2025	J	`jnl`	Bi-variational physics-informed operator network for fractional flow reserve curve assessment from coronary angiography. Medical Image Anal. Baihong Xie, Heye Zhang, Anbang Wang, Xiujian Liu, Zhifan Gao
2025	J	`jnl`	Causal recurrent intervention for cross-modal cardiac image segmentation. Comput. Medical Imaging Graph. Qixin Lin, Saidi Guo, Heye Zhang, Zhifan Gao
2025	J	`jnl`	Energy loss minimization-based side branch flow model for FFR calculation based on intracoronary images. Comput. Methods Programs Biomed. Xiangling Lai, Xiaofei Xue, Zhifan Gao, Baihong Xie, Heye Zhang, Dong Yong, Haibo Jia, Xiujian Liu
2025	J	`jnl`	Explainable Classification of Benign-Malignant Pulmonary Nodules With Neural Networks and Information Bottleneck. IEEE Trans. Neural Networks Learn. Syst. Haixing Zhu, Weipeng Liu, Zhifan Gao, Heye Zhang
2025	J	`jnl`	FedMDD: Multi-deliberation based calibration for federated long-tailed learning. Knowl. Based Syst. Yiwen Wang, Jiaxin Li, Heye Zhang, Jingfeng Zhang, Feng Wan, Anqi Qiu, Zhifan Gao
2025	J	`jnl`	Main Coronary Flow Calculation With the Assistance of Physiological Side Branch Flow. IEEE Trans. Biomed. Eng. Anbang Wang, Heye Zhang, Baihong Xie, Zhifan Gao, Yong Dong, Changnong Peng, Xiujian Liu
2025	J	`jnl`	Multiple token rearrangement Transformer network with explicit superpixel constraint for segmentation of echocardiography. Medical Image Anal. Wanli Ding, Heye Zhang, Xiujian Liu, Zhenxuan Zhang, Shuxin Zhuang, Zhifan Gao, Lin Xu
2025	J	`jnl`	Temporally consistent segmentation of main coronary artery in X-ray coronary angiography sequences. Expert Syst. Appl. Xiang Tang, Heye Zhang, Baihong Xie, Xiujian Liu
2024	J	`jnl`	A Deformable Constraint Transport Network for Optimal Aortic Segmentation From CT Images. IEEE Trans. Medical Imaging Weiyuan Lin, Zhifan Gao, Hui Liu, Heye Zhang
2024	J	`jnl`	Accurate segmentation of liver tumor from multi-modality non-contrast images using a dual-stream multi-level fusion framework. Comput. Medical Imaging Graph. Chenchu Xu, Xue Wu, Boyan Wang, Jie Chen, Zhifan Gao, Xiujian Liu, Heye Zhang
2024	J	`jnl`	Adaptive dynamic inference for few-shot left atrium segmentation. Medical Image Anal. Jun Chen, Xuejiao Li, Heye Zhang, Yongwon Cho, Sung Ho Hwang, Zhifan Gao, Guang Yang
2024	J	`jnl`	Collaborative compensative transformer network for salient object detection. Pattern Recognit. Jun Chen, Heye Zhang, Mingming Gong, Zhifan Gao
2024	J	`jnl`	Constraint-Aware Learning for Fractional Flow Reserve Pullback Curve Estimation From Invasive Coronary Imaging. IEEE Trans. Medical Imaging Dong Zhang, Xiujian Liu, Anbang Wang, Hongwei Zhang, Guang Yang, Heye Zhang, Zhifan Gao
2024	J	`jnl`	Distraction-aware hierarchical learning for vascular structure segmentation in intravascular ultrasound images. Comput. Medical Imaging Graph. Wenhao Zhong, Heye Zhang, Zhifan Gao, William Kongto Hau, Guang Yang, Xiujian Liu, Lin Xu
2024	J	`jnl`	Embedding Tasks Into the Latent Space: Cross-Space Consistency for Multi-Dimensional Analysis in Echocardiography. IEEE Trans. Medical Imaging Zhenxuan Zhang, Chengjin Yu, Heye Zhang, Zhifan Gao
2024	J	`jnl`	Frequency-Enhanced Geometric-Constrained Reconstruction for Localizing Myocardial Infarction in 12-Lead Electrocardiograms. IEEE Trans. Biomed. Eng. Shichang Lian, Zhifan Gao, Hui Wang, Xiujian Liu, Lei Xu, Huafeng Liu, Heye Zhang
2024	J	`jnl`	Hierarchical Relational Inference for Few-Shot Learning in 3D Left Atrial Segmentation. IEEE Trans. Emerg. Top. Comput. Intell. Xuejiao Li, Jun Chen, Heye Zhang, Yongwon Cho, Sung Ho Hwang, Zhifan Gao, Guang Yang
2024	J	`jnl`	Iterative Residual Optimization Network for Limited-Angle Tomographic Reconstruction. IEEE Trans. Image Process. Jiayi Pan, Hengyong Yu, Zhifan Gao, Shaoyu Wang, Heye Zhang, Weiwen Wu
2024	J	`jnl`	Non-Invasive Assessment of Coronary Microvascular Dysfunction Using Vascular Deformation-Based Flow Estimation. IEEE Trans. Biomed. Eng. Xiaofei Xue, Dan Deng, Heye Zhang, Zhifan Gao, Ping Zhu, William Kongto Hau, Zhihui Zhang, Xiujian Liu
2024	J	`jnl`	Quantification of functional hemodynamics in aortic valve disease using cardiac computed tomography angiography. Comput. Biol. Medicine Xiujian Liu, Ge Guo, Anbang Wang, Yupeng Wang, Shaomin Chen, Penghui Zhao, Zhaowei Yin, Suxuan Liu, Zhifan Gao, Heye Zhang, Lingyun Zu
2024	J	`jnl`	Segmentation-assisted hierarchical constrained state space approach for robust carotid artery wall motion measurement. Expert Syst. Appl. Jinhui Wu, Heye Zhang, Xiujian Liu, Minhua Lu, Zhifan Gao
2024	J	`jnl`	Semi-supervised domain adaptation incorporating three-way decision for multi-view echocardiographic sequence segmentation. Appl. Soft Comput. Shuxin Zhuang, Heye Zhang, Wanli Ding, Zhemin Zhuang, Jinglin Zhang, Zhifan Gao
2024	J	`jnl`	Unsupervised physics-informed deep learning for assessing pulmonary artery hemodynamics. Expert Syst. Appl. Xiujian Liu, Baihong Xie, Dong Zhang, Heye Zhang, Zhifan Gao, Victor Hugo C. de Albuquerque
2024	—	`conf`	Variational Field Constraint Learning for Degree of Coronary Artery Ischemia Assessment. MICCAI (3) Qi Zhang, Xiujian Liu, Heye Zhang, Chenchu Xu, Guang Yang, Yixuan Yuan, Tao Tan, Zhifan Gao
2023	J	`jnl`	A Physics-Guided Deep Learning Approach for Functional Assessment of Cardiovascular Disease in IoT-Based Smart Health. IEEE Internet Things J. Dong Zhang, Xiujian Liu, Jun Xia, Zhifan Gao, Heye Zhang, Victor Hugo C. de Albuquerque
2023	J	`jnl`	Causal knowledge fusion for 3D cross-modality cardiac image segmentation. Inf. Fusion Saidi Guo, Xiujian Liu, Heye Zhang, Qixin Lin, Lei Xu, Changzheng Shi, Zhifan Gao, Antonella Guzzo, Giancarlo Fortino
2023	—	`conf`	Conditional Physics-Informed Graph Neural Network for Fractional Flow Reserve Assessment. MICCAI (7) Baihong Xie, Xiujian Liu, Heye Zhang, Chenchu Xu, Tieyong Zeng, Yixuan Yuan, Guang Yang, Zhifan Gao
2023	—	`conf`	Controllable Deep Learning Denoising Model for Ultrasound Images Using Synthetic Noisy Image. CGI (1) Mingfu Jiang, Chenzhi You, Mingwei Wang, Heye Zhang, Zhifan Gao, Dawei Wu, Tao Tan
2023	J	`jnl`	Distance transform learning for structural and functional analysis of coronary artery from dual-view angiography. Future Gener. Comput. Syst. Dong Zhang, Heye Zhang, Hongwei Zhang, Lei Xu, Jinglin Zhang, Zhifan Gao
2023	J	`jnl`	Distilling sub-space structure across views for cardiac indices estimation. Medical Image Anal. Chengjin Yu, Huafeng Liu, Heye Zhang
2023	J	`jnl`	Editorial: Advances in machine learning methods facilitating collaborative image-based decision making for neuroscience. Frontiers Comput. Neurosci. Chengjia Wang, Heye Zhang, Georgios Papanastasiou, Guang Yang
2023	J	`jnl`	Multi-level multi-type self-generated knowledge fusion for cardiac ultrasound segmentation. Inf. Fusion Chengjin Yu, Shuang Li, Dhanjoo N. Ghista, Zhifan Gao, Heye Zhang, Javier Del Ser, Lin Xu
2023	J	`jnl`	Multi-view stereoscopic attention network for 3D tumor classification in automated breast ultrasound. Expert Syst. Appl. Wanli Ding, Heye Zhang, Shuxin Zhuang, Zhemin Zhuang, Zhifan Gao
2023	J	`jnl`	Multiple Adversarial Learning Based Angiography Reconstruction for Ultra-Low-Dose Contrast Medium CT. IEEE J. Biomed. Health Informatics Weiwei Zhang, Zhen Zhou, Zhifan Gao, Guang Yang, Lei Xu, Weiwen Wu, Heye Zhang
2023	J	`jnl`	Progressive Perception Learning for Main Coronary Segmentation in X-Ray Angiography. IEEE Trans. Medical Imaging Hongwei Zhang, Zhifan Gao, Dong Zhang, William Kongto Hau, Heye Zhang
2023	J	`jnl`	Survival prediction of heart failure patients using motion-based analysis method. Comput. Methods Programs Biomed. Saidi Guo, Heye Zhang, Yifeng Gao, Hui Wang, Lei Xu, Zhifan Gao, Antonella Guzzo, Giancarlo Fortino
2023	J	`jnl`	Vessel Contour Detection in Intracoronary Images via Bilateral Cross-Domain Adaptation. IEEE J. Biomed. Health Informatics Yihua Zhi, William Kongto Hau, Heye Zhang, Zhifan Gao
2022	J	`jnl`	A Personalized Pulmonary Circulation Model to Non-Invasively Calculate Fractional Flow Reserve for Artery Stenosis Detection. IEEE Trans. Biomed. Eng. Zhenyang Chen, Yu-Ping Zhou, Xiujian Liu, Xin Jiang, Tao Wu, Dhanjoo N. Ghista, Xi-Qi Xu, Heye Zhang, Zhi-Cheng Jing
2022	J	`jnl`	Adaptive Hierarchical Dual Consistency for Semi-Supervised Left Atrium Segmentation on Cross-Domain Data. IEEE Trans. Medical Imaging Jun Chen, Heye Zhang, Raad Mohiaddin, Tom Wong, David N. Firmin, Jennifer Keegan, Guang Yang
2022	J	`jnl`	Annealing Genetic GAN for Imbalanced Web Data Learning. IEEE Trans. Multim. Jingyu Hao, Chengjia Wang, Guang Yang, Zhifan Gao, Jinglin Zhang, Heye Zhang
2022	J	`jnl`	JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets. IEEE J. Biomed. Health Informatics Jun Chen, Guang Yang, Habib Khan, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David N. Firmin, Jennifer Keegan
2022	J	`jnl`	Multi-domain integrative Swin transformer network for sparse-view tomographic reconstruction. Patterns Jiayi Pan, Heye Zhang, Weifei Wu, Zhifan Gao, Weiwen Wu
2022	J	`jnl`	Unsupervised Tissue Segmentation via Deep Constrained Gaussian Network. CoRR Yang Nan, Peng Tang, Guyue Zhang, Caihong Zeng, Zhihong Liu, Zhifan Gao, Heye Zhang, Guang Yang
2022	J	`jnl`	Unsupervised Tissue Segmentation via Deep Constrained Gaussian Network. IEEE Trans. Medical Imaging Yang Nan, Peng Tang, Guyue Zhang, Caihong Zeng, Zhihong Liu, Zhifan Gao, Heye Zhang, Guang Yang
2022	J	`jnl`	Vessel-GAN: Angiographic reconstructions from myocardial CT perfusion with explainable generative adversarial networks. Future Gener. Comput. Syst. Chulin Wu, Heye Zhang, Jiaqi Chen, Zhifan Gao, Pengfei Zhang, Khan Muhammad, Javier Del Ser
2021	J	`jnl`	Adaptive Hierarchical Dual Consistency for Semi-Supervised Left Atrium Segmentation on Cross-Domain Data. CoRR Jun Chen, Heye Zhang, Raad Mohiaddin, Tom Wong, David N. Firmin, Jennifer Keegan, Guang Yang
2021	J	`jnl`	Industrial Cyber-Physical Systems-Based Cloud IoT Edge for Federated Heterogeneous Distillation. IEEE Trans. Ind. Informatics Chengjia Wang, Guang Yang, Giorgos Papanastasiou, Heye Zhang, Joel J. P. C. Rodrigues, Victor Hugo C. de Albuquerque
2021	J	`jnl`	JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets. CoRR Jun Chen, Guang Yang, Habib Khan, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David N. Firmin, Jennifer Keegan
2021	—	`conf`	Joint Segmentation and Quantification of Main Coronary Vessels Using Dual-Branch Multi-scale Attention Network. MICCAI (1) Hongwei Zhang, Dong Zhang, Zhifan Gao, Heye Zhang
2021	J	`jnl`	MIST-net: Multi-domain Integrative Swin Transformer network for Sparse-View CT Reconstruction. CoRR Jiayi Pan, Weiwen Wu, Zhifan Gao, Heye Zhang
2021	J	`jnl`	Multi-level semantic adaptation for few-shot segmentation on cardiac image sequences. Medical Image Anal. Saidi Guo, Lin Xu, Cheng Feng, Huahua Xiong, Zhifan Gao, Heye Zhang
2021	J	`jnl`	Multi-task learning with Multi-view Weighted Fusion Attention for artery-specific calcification analysis. Inf. Fusion Weiwei Zhang, Guang Yang, Nan Zhang, Lei Xu, Xiaoqing Wang, Yanping Zhang, Heye Zhang, Javier Del Ser, Victor Hugo C. de Albuquerque
2021	J	`jnl`	Multitask Learning for Estimating Multitype Cardiac Indices in MRI and CT Based on Adversarial Reverse Mapping. IEEE Trans. Neural Networks Learn. Syst. Chengjin Yu, Zhifan Gao, Weiwei Zhang, Guang Yang, Shu Zhao, Heye Zhang, Yanping Zhang, Shuo Li
2021	J	`jnl`	Recent advances in artificial intelligence for cardiac imaging. Comput. Medical Imaging Graph. Guang Yang, Heye Zhang, David N. Firmin, Shuo Li
2021	J	`jnl`	Smart Health of Ultrasound Telemedicine Based on Deeply Represented Semantic Segmentation. IEEE Internet Things J. Ying Shen, Heye Zhang, Yiting Fan, Alex Pui-Wai Lee, Lin Xu
2021	J	`jnl`	Spatio-temporal multi-task network cascade for accurate assessment of cardiac CT perfusion. Medical Image Anal. Jiaqi Chen, Pengfei Zhang, Huafeng Liu, Lei Xu, Heye Zhang
2021	J	`jnl`	Video salient object detection using dual-stream spatiotemporal attention. Appl. Soft Comput. Chenchu Xu, Zhifan Gao, Heye Zhang, Shuo Li, Victor Hugo C. de Albuquerque
2020	A	`conf`	Annealing Genetic GAN for Minority Oversampling. BMVC Jingyu Hao, Chengjia Wang, Heye Zhang, Guang Yang
2020	J	`jnl`	Annealing Genetic GAN for Minority Oversampling. CoRR Jingyu Hao, Chengjia Wang, Heye Zhang, Guang Yang
2020	J	`jnl`	Comparison Study of Radiomics and Deep Learning-Based Methods for Thyroid Nodules Classification Using Ultrasound Images. IEEE Access Yongfeng Wang, Wenwen Yue, Xiaolong Li, Shuyu Liu, Lehang Guo, Huixiong Xu, Heye Zhang, Guang Yang
2020	—	`conf`	Deep Attentive Wasserstein Generative Adversarial Networks for MRI Reconstruction with Recurrent Context-Awareness. MICCAI (2) Yifeng Guo, Chengjia Wang, Heye Zhang, Guang Yang
2020	J	`jnl`	Deep Attentive Wasserstein Generative Adversarial Networks for MRI Reconstruction with Recurrent Context-Awareness. CoRR Yifeng Guo, Chengjia Wang, Heye Zhang, Guang Yang
2020	J	`jnl`	Direct Quantification of Coronary Artery Stenosis Through Hierarchical Attentive Multi-View Learning. IEEE Trans. Medical Imaging Dong Zhang, Guang Yang, Shu Zhao, Yanping Zhang, Dhanjoo N. Ghista, Heye Zhang, Shuo Li
2020	J	`jnl`	Learning physical properties in complex visual scenes: An intelligent machine for perceiving blood flow dynamics from static CT angiography imaging. Neural Networks Zhifan Gao, Xin Wang, Shanhui Sun, Dan Wu, Junjie Bai, Youbing Yin, Xin Liu, Heye Zhang, Victor Hugo C. de Albuquerque
2020	J	`jnl`	MV-RAN: Multiview recurrent aggregation network for echocardiographic sequences segmentation and full cardiac cycle analysis. Comput. Biol. Medicine Ming Li, Chengjia Wang, Heye Zhang, Guang Yang
2020	J	`jnl`	Privileged Modality Distillation for Vessel Border Detection in Intracoronary Imaging. IEEE Trans. Medical Imaging Zhifan Gao, Jonathan Chung, Mohamed Abdelrazek, Stephanie Leung, William Kongto Hau, Zhanchao Xian, Heye Zhang, Shuo Li
2020	J	`jnl`	SaliencyGAN: Deep Learning Semisupervised Salient Object Detection in the Fog of IoT. IEEE Trans. Ind. Informatics Chengjia Wang, Shizhou Dong, Xiaofeng Zhao, Giorgos Papanastasiou, Heye Zhang, Guang Yang
2020	J	`jnl`	Salient Object Detection in the Distributed Cloud-Edge Intelligent Network. IEEE Netw. Zhifan Gao, Heye Zhang, Shizhou Dong, Shanhui Sun, Xin Wang, Guang Yang, Wanqing Wu, Shuo Li, Victor Hugo C. de Albuquerque
2020	J	`jnl`	Segmentation and quantification of infarction without contrast agents via spatiotemporal generative adversarial learning. Medical Image Anal. Chenchu Xu, Joanne Howey, Pavlo Ohorodnyk, Mike Roth, Heye Zhang, Shuo Li
2020	J	`jnl`	Simultaneous Left Atrium Anatomy and Scar Segmentations via Deep Learning in Multiview Information with Attention. CoRR 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
2020	J	`jnl`	Simultaneous left atrium anatomy and scar segmentations via deep learning in multiview information with attention. Future Gener. Comput. Syst. 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
2020	J	`jnl`	Trustful Internet of Surveillance Things Based on Deeply Represented Visual Co-Saliency Detection. IEEE Internet Things J. Zhifan Gao, Chenchu Xu, Heye Zhang, Shuo Li, Victor Hugo C. de Albuquerque
2020	J	`jnl`	Unified model for interpreting multi-view echocardiographic sequences without temporal information. Appl. Soft Comput. Ming Li, Shizhou Dong, Zhifan Gao, Cheng Feng, Huahua Xiong, Wei Zheng, Dhanjoo N. Ghista, Heye Zhang, Victor Hugo C. de Albuquerque
2019	J	`jnl`	A novel machine-learning algorithm to estimate the position and size of myocardial infarction for MRI sequence. Computing Chenchu Xu, Lin Xu, Heye Zhang, Yanping Zhang, Xiuquan Du, Shuo Li
2019	J	`jnl`	Automated anatomical labeling of coronary arteries via bidirectional tree LSTMs. Int. J. Comput. Assist. Radiol. Surg. Dan Wu, Xin Wang, Junjie Bai, Xiaoyang Xu, Bin Ouyang, Yuwei Li, Heye Zhang, Qi Song, Kunlin Cao, Youbing Yin
2019	—	`conf`	Direct Quantification for Coronary Artery Stenosis Using Multiview Learning. MICCAI (2) Dong Zhang, Guang Yang, Shu Zhao, Yanping Zhang, Heye Zhang, Shuo Li
2019	J	`jnl`	Direct Quantification for Coronary Artery Stenosis Using Multiview Learning. CoRR Dong Zhang, Guang Yang, Shu Zhao, Yanping Zhang, Heye Zhang, Shuo Li
2019	—	`conf`	Discriminative Consistent Domain Generation for Semi-supervised Learning. MICCAI (2) Jun Chen, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David N. Firmin, Guang Yang, Jennifer Keegan
2019	J	`jnl`	Discriminative Consistent Domain Generation for Semi-supervised Learning. CoRR Jun Chen, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David N. Firmin, Guang Yang, Jennifer Keegan
2019	—	`conf`	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) Rongjun Ge, Guanyu Yang, Chenchu Xu, Jiulou Zhang, Yang Chen, Limin Luo, Cheng Feng, Heye Zhang, Shuo Li
2019	J	`jnl`	FIRE: Unsupervised bi-directional inter-modality registration using deep networks. CoRR Chengjia Wang, Giorgos Papanastasiou, Agisilaos Chartsias, Grzegorz Jacenkow, Sotirios A. Tsaftaris, Heye Zhang
2019	J	`jnl`	Hybrid resampling and multi-feature fusion for automatic recognition of cavity imaging sign in lung CT. Future Gener. Comput. Syst. Guanghui Han, Xiabi Liu, Heye Zhang, Guangyuan Zheng, Nouman Qadeer Soomro, Murong Wang, Weihua Liu
2019	J	`jnl`	Joint optic disc and cup segmentation using semi-supervised conditional GANs. Comput. Biol. Medicine Shaopeng Liu, Jiaming Hong, Xu Lu, Xiping Jia, Zhiyong Lin, Ying Zhou, Ye Liu, Heye Zhang
2019	J	`jnl`	Learning the implicit strain reconstruction in ultrasound elastography using privileged information. Medical Image Anal. Zhifan Gao, Sitong Wu, Zhi Liu, Jianwen Luo, Heye Zhang, Mingming Gong, Shuo Li
2019	J	`jnl`	PV-LVNet: Direct left ventricle multitype indices estimation from 2D echocardiograms of paired apical views with deep neural networks. Medical Image Anal. Rongjun Ge, Guanyu Yang, Yang Chen, Limin Luo, Cheng Feng, Heye Zhang, Shuo Li
2019	J	`jnl`	Quantitative Analysis of Blood Flow in Cerebral Venous Sinus With Stenosis by Patient-Specific CFD Modeling. IEEE Access Xin Liu, Zhihua Du, Tao Han, Dhanjoo N. Ghista, Shi Lin, Vicky Wang, Jun Wang, Heye Zhang, Zhigeng Pan
2019	J	`jnl`	Quantitative Assessment for Self-Tracking of Acute Stress Based on Triangulation Principle in a Wearable Sensor System. IEEE J. Biomed. Health Informatics Wanqing Wu, Sandeep Pirbhulal, Heye Zhang, Subhas Chandra Mukhopadhyay
2019	J	`jnl`	Recurrent Aggregation Learning for Multi-View Echocardiographic Sequences Segmentation. CoRR Ming Li, Weiwei Zhang, Guang Yang, Chengjia Wang, Heye Zhang, Huafeng Liu, Wei Zheng, Shuo Li
2019	—	`conf`	Recurrent Aggregation Learning for Multi-view Echocardiographic Sequences Segmentation. MICCAI (2) Ming Li, Weiwei Zhang, Guang Yang, Chengjia Wang, Heye Zhang, Huafeng Liu, Wei Zheng, Shuo Li
2018	J	`jnl`	An Automatic Cardiac Arrhythmia Classification System With Wearable Electrocardiogram. IEEE Access Yufa Xia, Huailing Zhang, Lin Xu, Zhifan Gao, Heye Zhang, Huafeng Liu, Shuo Li
2018	A	`conf`	Deep Learning intra-image and inter-images features for Co-saliency detection. BMVC Min Li, Shizhong Dong, Kun Zhang, Zhifan Gao, Xi Wu, Heye Zhang, Guang Yang, Shuo Li
2018	J	`jnl`	Deep Regression Segmentation for Cardiac Bi-Ventricle MR Images. IEEE Access Xiuquan Du, Weiwei Zhang, Heye Zhang, Jun Chen, Yanping Zhang, James Warrington, Gary Brahm, Shuo Li
2018	—	`conf`	Direct Reconstruction of Ultrasound Elastography Using an End-to-End Deep Neural Network. MICCAI (1) Sitong Wu, Zhifan Gao, Zhi Liu, Jianwen Luo, Heye Zhang, Shuo Li
2018	J	`jnl`	Direct delineation of myocardial infarction without contrast agents using a joint motion feature learning architecture. Medical Image Anal. Chenchu Xu, Lei Xu, Zhifan Gao, Shen Zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo N. Ghista, Huafeng Liu, Shuo Li
2018	J	`jnl`	Glioma Segmentation With a Unified Algorithm in Multimodal MRI Images. IEEE Access Qingneng Li, Zhifan Gao, Qiuyu Wang, Jun Xia, Heye Zhang, Huailing Zhang, Huafeng Liu, Shuo Li
2018	J	`jnl`	Heartbeats Based Biometric Random Binary Sequences Generation to Secure Wireless Body Sensor Networks. IEEE Trans. Biomed. Eng. Sandeep Pirbhulal, Heye Zhang, Wanqing Wu, Subhas Chandra Mukhopadhyay, Yuan-Ting Zhang
2018	A	`conf`	Holistic and Deep Feature Pyramids for Saliency Detection. BMVC Shizhong Dong, Zhifan Gao, Shanhui Sun, Xin Wang, Ming Li, Heye Zhang, Guang Yang, Huafeng Liu, Shuo Li
2018	J	`jnl`	Motion Tracking of the Carotid Artery Wall From Ultrasound Image Sequences: a Nonlinear State-Space Approach. IEEE Trans. Medical Imaging Zhifan Gao, YanJie Li, Yuanyuan Sun, Jiayuan Yang, Huahua Xiong, Heye Zhang, Xin Liu, Wanqing Wu, Dong Liang, Shuo Li
2018	—	`conf`	MuTGAN: Simultaneous Segmentation and Quantification of Myocardial Infarction Without Contrast Agents via Joint Adversarial Learning. MICCAI (2) Chenchu Xu, Lei Xu, Gary Brahm, Heye Zhang, Shuo Li
2018	—	`conf`	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 Guang Yang, Jun Chen, Zhifan Gao, Heye Zhang, Hao Ni, Elsa D. Angelini, Raad Mohiaddin, Tom Wong, Jennifer Keegan, David N. Firmin
2018	—	`conf`	Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation. MICCAI (2) 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	J	`jnl`	Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation. CoRR 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	J	`jnl`	Robust Segmentation of Intima-Media Borders With Different Morphologies and Dynamics During the Cardiac Cycle. IEEE J. Biomed. Health Informatics Shen Zhao, Zhifan Gao, Heye Zhang, Yaoqin Xie, Jianwen Luo, Dhanjoo N. Ghista, Zhanghong Wei, Xiaojun Bi, Huahua Xiong, Chenchu Xu, Shuo Li
2018	J	`jnl`	Robust recovery of myocardial kinematics using dual ℋ ∞ H Multim. Tools Appl. Zhifan Gao, Heye Zhang, Defeng Wang, Min Guo, Huafeng Liu, Ling Zhuang, Pengcheng Shi
2017	J	`jnl`	A Novel Secure IoT-Based Smart Home Automation System Using a Wireless Sensor Network. Sensors Sandeep Pirbhulal, Heye Zhang, Md Eshrat E. Alahi, Hemant Ghayvat, Subhas Chandra Mukhopadhyay, Yuan-Ting Zhang, Wanqing Wu
2017	J	`jnl`	An artificial neural network method for lumen and media-adventitia border detection in IVUS. Comput. Medical Imaging Graph. Shengran Su, Zhenghui Hu, Qiang Lin, William Kongto Hau, Zhifan Gao, Heye Zhang
2017	—	`conf`	Detection of lumen and media-adventitia borders in IVUS images using sparse auto-encoder neural network. ISBI Shengran Su, Zhifan Gao, Heye Zhang, Qiang Lin, William Kongto Hau, Shuo Li
2017	—	`conf`	Direct Detection of Pixel-Level Myocardial Infarction Areas via a Deep-Learning Algorithm. MICCAI (3) Chenchu Xu, Lei Xu, Zhifan Gao, Shen Zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo N. Ghista, Shuo Li
2017	J	`jnl`	Direct and simultaneous estimation of cardiac four chamber volumes by multioutput sparse regression. Medical Image Anal. Xiantong Zhen, Heye Zhang, Ali Islam, Mousumi Bhaduri, Ian Chan, Shuo Li
2017	J	`jnl`	Direct detection of pixel-level myocardial infarction areas via a deep-learning algorithm. CoRR Chenchu Xu, Lei Xu, Zhifan Gao, Shen Zhao, Heye Zhang, Yanping Zhang, Xiuquan Du, Shu Zhao, Dhanjoo N. Ghista, Shuo Li
2017	J	`jnl`	Erratum: Sandeep P., et al Sensors Sandeep Pirbhulal, Heye Zhang, Md Eshrat E. Alahi, Hemant Ghayvat, Subhas Chandra Mukhopadhyay, Yuan-Ting Zhang, Wanqing Wu
2017	J	`jnl`	Erratum: Sandeep P., et al. An Efficient Biometric-Based Algorithm Using Heart Rate Variability for Securing Body Sensor Networks. Sensors Sandeep Pirbhulal, Heye Zhang, Subhas Chandra Mukhopadhyay, Chunyue Li, Yumei Wang, Guanglin Li, Wanqing Wu, Yuan-Ting Zhang
2017	J	`jnl`	Robust estimation of carotid artery wall motion using the elasticity-based state-space approach. Medical Image Anal. Zhifan Gao, Huahua Xiong, Xin Liu, Heye Zhang, Dhanjoo N. Ghista, Wanqing Wu, Shuo Li
2017	J	`jnl`	Unsupervised boundary delineation of spinal neural foramina using a multi-feature and adaptive spectral segmentation. Medical Image Anal. Xiaoxu He, Heye Zhang, Mark Landis, Manas Sharma, James Warrington, Shuo Li
2016	—	`conf`	Carotid Artery Wall Motion Estimated from Ultrasound Imaging Sequences Using a Nonlinear State Space Approach. MICCAI (3) Zhifan Gao, Yuanyuan Sun, Heye Zhang, Dhanjoo N. Ghista, YanJie Li, Huahua Xiong, Xin Liu, Yaoqin Xie, Wanqing Wu, Shuo Li
2015	J	`jnl`	An Efficient Biometric-Based Algorithm Using Heart Rate Variability for Securing Body Sensor Networks. Sensors Sandeep Pirbhulal, Heye Zhang, Subhas Chandra Mukhopadhyay, Chunyue Li, Yumei Wang, Guanglin Li, Wanqing Wu, Yuan-Ting Zhang
2015	—	`conf`	Motion Estimation of Common Carotid Artery Wall Using a H ∞ Filter Based Block Matching Method. MICCAI (3) Zhifan Gao, Huahua Xiong, Heye Zhang, Dan Wu, Minhua Lu, Wanqing Wu, Kelvin Kian Loong Wong, Yuan-Ting Zhang
2015	J	`jnl`	Simultaneous Reconstruction and Segmentation of Dynamic PET via Low-Rank and Sparse Matrix Decomposition. IEEE Trans. Biomed. Eng. Shuhang Chen, Huafeng Liu, Zhenghui Hu, Heye Zhang, Pengcheng Shi, Yunmei Chen
2014	J	`jnl`	Image-Based Computational Cardiology: From Data to Understanding. Comput. Math. Methods Medicine Linwei Wang, Vicky Y. Wang, Heye Zhang
2014	J	`jnl`	The Relationship between the 24 h Blood Pressure Variability and Carotid Intima-Media Thickness: A Compared Study. Comput. Math. Methods Medicine Huahua Xiong, Dan Wu, Xiaohong Tian, Wan-Hua Lin, Chunyue Li, Heye Zhang, Yunpeng Cai, Yuan-Ting Zhang
2014	J	`jnl`	Unobtrusive Sensing and Wearable Devices for Health Informatics. IEEE Trans. Biomed. Eng. Yali Zheng, Xiao-Rong Ding, Carmen Chung Yan Poon, Benny Ping Lai Lo, Heye Zhang, Xiao-Lin Zhou, Guang-Zhong Yang, Ni Zhao, Yuan-Ting Zhang
2013	J	`jnl`	Challenges and Opportunities in Cardiovascular Health Informatics. IEEE Trans. Biomed. Eng. Yuan-Ting Zhang, Yali Zheng, Wan-Hua Lin, Heye Zhang, Xiao-Lin Zhou
2013	J	`jnl`	Investigation on Cardiovascular Risk Prediction Using Physiological Parameters. Comput. Math. Methods Medicine Wan-Hua Lin, Heye Zhang, Yuan-Ting Zhang
2012	J	`jnl`	A Meshfree Method for Simulating Myocardial Electrical Activity. Comput. Math. Methods Medicine Heye Zhang, Huajun Ye, Wenhua Huang
2012	A	`conf`	A master-slave robotic simulator based on GPUDirect. IROS Jianying Li, Yu Guo, Heye Zhang, Yongming Xie
2012	—	`conf`	Integration of different cardiac electrophysiological models into a single simulation pipeline. ISBI Oscar Camara, Maxime Sermesant, Pablo Lamata, Linwei Wang, Mihaela Pop, Jatin Relan, Mathieu De Craene, Hervé Delingette, Huafeng Liu, Steven A. Niederer, Ali Pashaei, Gernot Plank, Daniel Romero, Rafael Sebastián, Ken C. L. Wong, Heye Zhang, Nicholas Ayache, Alejandro F. Frangi, Pengcheng Shi, Nic Smith, Graham A. Wright
2011	—	`conf`	A strain-based ultrasound elastography using phase shift with prior estimates and meshfree shape function. ISBI Jinwei Yuan, Heye Zhang, Minhua Lu, Siping Chen, Huafeng Liu
2011	B	`conf`	Elastographic image reconstruction: A stochastic state space approach. ICIP Jun Wang, Heye Zhang, Minhua Lu, Huafeng Liu, Zhenghui Hu
2011	J	`jnl`	Noninvasive Computational Imaging of Cardiac Electrophysiology for 3-D Infarct. IEEE Trans. Biomed. Eng. Linwei Wang, Ken C. L. Wong, Heye Zhang, Huafeng Liu, Pengcheng Shi
2011	J	`jnl`	Physiological Fusion of Functional and Structural Images for Cardiac Deformation Recovery. IEEE Trans. Medical Imaging Ken C. L. Wong, Linwei Wang, Heye Zhang, Huafeng Liu, Pengcheng Shi
2011	—	`conf`	Transmural Electrophysiologic and Scar Imaging on Porcine Heart with Chronic Infarction. STACOM Linwei Wang, Fady Dawoud, Ken C. L. Wong, Heye Zhang, Huafeng Liu, Albert C. Lardo, Pengcheng Shi
2010	—	`conf`	A Statistical Physiological-Model-Constrained Framework for Computational Imaging of Subject-Specific Volumetric Cardiac Electrophysiology Using Optical Imaging and MRI Data. STACOM/CESC Linwei Wang, Ken C. L. Wong, Heye Zhang, Huafeng Liu, Pengcheng Shi
2010	B	`conf`	Computational complexity reduction via mode superposition: Application to biomechanics-based nonlinear cardiac deformation recovery. ICIP Ken C. L. Wong, Linwei Wang, Heye Zhang, Pengcheng Shi
2010	—	`conf`	How Much Geometrical Detail Do We Need in Cardiac Electrophysiological Imaging? A Generic Heart-Torso Representation for Fast Subject-Specific Customization. STACOM/CESC Linwei Wang, Ken C. L. Wong, Heye Zhang, Huafeng Liu, Pengcheng Shi
2010	J	`jnl`	Meshfree implementation of individualized active cardiac dynamics. Comput. Medical Imaging Graph. Ken C. L. Wong, Linwei Wang, Heye Zhang, Huafeng Liu, Pengcheng Shi
2010	—	`conf`	Physiological Fusion of Functional and Structural Data for Cardiac Deformation Recovery. MICCAI (1) Ken C. L. Wong, Linwei Wang, Heye Zhang, Pengcheng Shi
2010	J	`jnl`	Physiological-Model-Constrained Noninvasive Reconstruction of Volumetric Myocardial Transmembrane Potentials. IEEE Trans. Biomed. Eng. Linwei Wang, Heye Zhang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi
2010	—	`conf`	Recovering Cardiac Electrical Activity from Medical Image Sequence: A Model-Based Approach. STACOM/CESC Heye Zhang, Bo Li, Pengcheng Shi, Qingmao Hu, Pheng-Ann Heng
2010	J	`jnl`	Recovery of Myocardial Kinematic Function without the Time History of External Loads. EURASIP J. Adv. Signal Process. Heye Zhang, Bo Li, Alistair A. Young, Peter J. Hunter
2009	Misc	`conf`	A reduced-rank square root filtering framework for noninvasive functional imaging of volumetric cardiac electrical activity. ICASSP Linwei Wang, Heye Zhang, Ken C. L. Wong, Pengcheng Shi
2009	J	`jnl`	Computational Complexity Reduction for Volumetric Cardiac Deformation Recovery. J. Signal Process. Syst. Ken C. L. Wong, Linwei Wang, Heye Zhang, Huafeng Liu, Pengcheng Shi
2009	—	`conf`	Electrocardiographic Simulation on Coupled Meshfree-BEM Platform. FIMH Linwei Wang, Ken C. L. Wong, Heye Zhang, Pengcheng Shi
2009	J	`jnl`	Electrocardiographic simulation on personalised heart-torso structures using coupled meshfree-BEM platform. Int. J. Funct. Informatics Pers. Medicine Linwei Wang, Heye Zhang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi
2009	—	`conf`	Noninvasive Imaging of Electrophysiological Substrates in Post Myocardial Infarction. MICCAI (1) Linwei Wang, Heye Zhang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi
2009	A*	`conf`	Noninvasive volumetric imaging of cardiac electrophysiology. CVPR Linwei Wang, Heye Zhang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi
2009	B	`conf`	Nonlinear cardiac deformation recovery from medical images. ICIP Ken C. L. Wong, Linwei Wang, Heye Zhang, Pengcheng Shi
2008	—	`conf`	Coupled Meshfree-BEM Platform for Electrocardiographic Simulation: Modeling and Validations. MIAR Linwei Wang, Heye Zhang, Ken C. L. Wong, Pengcheng Shi
2008	B	`conf`	Dynamic structural-image-guided noninvasive volumetric cardiac electrophysiological mapping. ICIP Linwei Wang, Ken C. L. Wong, Heye Zhang, Pengcheng Shi
2008	—	`conf`	Meshfree framework for image-derived modelling. ISBI Heye Zhang, Linwei Wang, Peter J. Hunter, Pengcheng Shi
2008	—	`conf`	Noninvasive Functional Imaging of Volumetric Cardiac Electrical Activity: A Human Study on Myocardial Infarction. MICCAI (1) Linwei Wang, Ken C. L. Wong, Heye Zhang, Pengcheng Shi
2008	—	`conf`	Simulation of Active Cardiac Electromechanical Dynamics. MIAR Ken C. L. Wong, Linwei Wang, Heye Zhang, Huafeng Liu, Pengcheng Shi
2007	—	`conf`	Integrating Functional and Structural Images for Simultaneous Cardiac Segmentation and Deformation Recovery. MICCAI (1) Ken C. L. Wong, Linwei Wang, Heye Zhang, Huafeng Liu, Pengcheng Shi
2007	—	`conf`	Joint Estimation for Nonlinear Dynamic System from FMRI Time Series. ICIP (3) Zhenghui Hu, Heye Zhang, Linwei Wang, Xiaolan Song, Pengcheng Shi
2007	—	`conf`	Noninvasive Imaging of 3d Cardiac Electrophysiology. ISBI Linwei Wang, Heye Zhang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi
2007	—	`conf`	Simulations of Cardiac Electrophysiological Activities Using a Heart-Torso Model. FIMH Heye Zhang, Linwei Wang, Pengcheng Shi
2007	—	`conf`	Simultaneous Recovery of Left Ventricular Motion and Input Forces from Medical Image Sequences. ISBI Heye Zhang, Shan Tong, Huafeng Liu, Pengcheng Shi
2007	—	`conf`	Towards Noninvasive 3D Imaging of Cardiac Arrhythmias. FIMH Linwei Wang, Heye Zhang, Pengcheng Shi
2006	—	`conf`	An Inverse Recovery of Cardiac Electrical Propagation from Image Sequences. MIAR Heye Zhang, Chun Lok Wong, Pengcheng Shi
2006	—	`conf`	Estimation of Cardiac Electrical Propagation from Medical Image Sequence. MICCAI (2) Heye Zhang, Chun Lok Wong, Pengcheng Shi
2006	—	`conf`	Imaging of 3D Cardiac Electrical Activity: A Model-Based Recovery Framework. MICCAI (1) Linwei Wang, Heye Zhang, Pengcheng Shi, Huafeng Liu
2006	—	`conf`	Physiome Model Based State-Space Framework for Cardiac Kinematics Recovery. MICCAI (1) Ken C. L. Wong, Heye Zhang, Huafeng Liu, Pengcheng Shi