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2020 – today
- 2025
[j94]Xiang Tang
, Heye Zhang, Baihong Xie, Xiujian Liu:
Temporally consistent segmentation of main coronary artery in X-ray coronary angiography sequences. Expert Syst. Appl. 271: 126591 (2025)- [j93]Wanli Ding, Heye Zhang, Xiujian Liu, Zhenxuan Zhang, Shuxin Zhuang, Zhifan Gao, Lin Xu:
Multiple token rearrangement Transformer network with explicit superpixel constraint for segmentation of echocardiography. Medical Image Anal. 101: 103470 (2025) - [j92]Anbang Wang, Heye Zhang, Baihong Xie, Zhifan Gao, Yong Dong, Changnong Peng, Xiujian Liu:
Main Coronary Flow Calculation With the Assistance of Physiological Side Branch Flow. IEEE Trans. Biomed. Eng. 72(2): 747-759 (2025) - [j91]Haixing Zhu, Weipeng Liu, Zhifan Gao, Heye Zhang:
Explainable Classification of Benign-Malignant Pulmonary Nodules With Neural Networks and Information Bottleneck. IEEE Trans. Neural Networks Learn. Syst. 36(2): 2028-2039 (2025) - 2024
- [j90]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: 111449 (2024) - [j89]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: 108608 (2024) - [j88]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: 102381 (2024) - [j87]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: 102414 (2024) - [j86]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: 124377 (2024) - [j85]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: 125079 (2024) - [j84]Jun Chen, Xuejiao Li, Heye Zhang, Yongwon Cho, Sung Ho Hwang, Zhifan Gao, Guang Yang:
Adaptive dynamic inference for few-shot left atrium segmentation. Medical Image Anal. 98: 103321 (2024) - [j83]Jun Chen, Heye Zhang, Mingming Gong, Zhifan Gao:
Collaborative compensative transformer network for salient object detection. Pattern Recognit. 154: 110600 (2024) - [j82]Shichang Lian, Zhifan Gao, Hui Wang, Xiujian Liu, Lei Xu, Huafeng Liu, Heye Zhang:
Frequency-Enhanced Geometric-Constrained Reconstruction for Localizing Myocardial Infarction in 12-Lead Electrocardiograms. IEEE Trans. Biomed. Eng. 71(9): 2599-2611 (2024) - [j81]Xiaofei Xue, Dan Deng, Heye Zhang, Zhifan Gao, Ping Zhu, William Kongto Hau, Zhihui Zhang, Xiujian Liu:
Non-Invasive Assessment of Coronary Microvascular Dysfunction Using Vascular Deformation-Based Flow Estimation. IEEE Trans. Biomed. Eng. 71(10): 3000-3013 (2024) - [j80]Xuejiao Li, Jun Chen, Heye Zhang, Yongwon Cho, Sung Ho Hwang, Zhifan Gao, Guang Yang:
Hierarchical Relational Inference for Few-Shot Learning in 3D Left Atrial Segmentation. IEEE Trans. Emerg. Top. Comput. Intell. 8(5): 3352-3367 (2024) - [j79]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: 910-925 (2024) - [j78]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): 1462-1475 (2024) - [j77]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): 2215-2228 (2024) - [j76]Dong Zhang, Xiujian Liu, Anbang Wang, Hongwei Zhang, Guang Yang, Heye Zhang, Zhifan Gao:
Constraint-Aware Learning for Fractional Flow Reserve Pullback Curve Estimation From Invasive Coronary Imaging. IEEE Trans. Medical Imaging 43(12): 4091-4104 (2024) - [c50]Qi Zhang, Xiujian Liu, Heye Zhang, Chenchu Xu, Guang Yang, Yixuan Yuan, Tao Tan, Zhifan Gao:
Variational Field Constraint Learning for Degree of Coronary Artery Ischemia Assessment. MICCAI (3) 2024: 768-778 - 2023
- [j75]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: 107547 (2023) - [j74]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: 120969 (2023) - [j73]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: 136-149 (2023) - [j72]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) - [j71]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: 1-12 (2023) - [j70]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: 101864 (2023) - [j69]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): 18505-18516 (2023) - [j68]Chengjin Yu, Huafeng Liu, Heye Zhang:
Distilling sub-space structure across views for cardiac indices estimation. Medical Image Anal. 85: 102764 (2023) - [j67]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): 409-420 (2023) - [j66]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): 3314-3325 (2023) - [j65]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): 864-879 (2023) - [c49]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: 297-308 - [c48]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: 110-120 - 2022
- [j64]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: 128-139 (2022) - [j63]Jiayi Pan, Heye Zhang, Weifei Wu, Zhifan Gao, Weiwen Wu:
Multi-domain integrative Swin transformer network for sparse-view tomographic reconstruction. Patterns 3(6): 100498 (2022) - [j62]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): 1435-1448 (2022) - [j61]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): 103-114 (2022) - [j60]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): 420-433 (2022) - [j59]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): 3799-3811 (2022) - [j58]Jingyu Hao, Chengjia Wang, Guang Yang, Zhifan Gao, Jinglin Zhang, Heye Zhang:
Annealing Genetic GAN for Imbalanced Web Data Learning. IEEE Trans. Multim. 24: 1164-1174 (2022) - [i13]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 abs/2208.02912 (2022) - 2021
- [j57]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: 107433 (2021) - [j56]Guang Yang, Heye Zhang, David N. Firmin, Shuo Li:
Recent advances in artificial intelligence for cardiac imaging. Comput. Medical Imaging Graph. 90: 101928 (2021) - [j55]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: 64-76 (2021) - [j54]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): 16770-16778 (2021) - [j53]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: 102170 (2021) - [j52]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: 102207 (2021) - [j51]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): 5511-5521 (2021) - [j50]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): 493-506 (2021) - [c47]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: 369-378 - [i12]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 abs/2105.00234 (2021) - [i11]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 abs/2109.08311 (2021) - [i10]Jiayi Pan, Weiwen Wu, Zhifan Gao, Heye Zhang:
MIST-net: Multi-domain Integrative Swin Transformer network for Sparse-View CT Reconstruction. CoRR abs/2111.14831 (2021) - 2020
- [j49]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: 52010-52017 (2020) - [j48]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: 106049 (2020) - [j47]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: 103728 (2020) - [j46]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: 215-228 (2020) - [j45]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): 4092-4100 (2020) - [j44]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) - [j43]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): 216-224 (2020) - [j42]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: 82-93 (2020) - [j41]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): 2667-2676 (2020) - [j40]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): 1524-1534 (2020) - [j39]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): 4322-4334 (2020) - [c46]Jingyu Hao, Chengjia Wang, Heye Zhang, Guang Yang:
Annealing Genetic GAN for Minority Oversampling. BMVC 2020 - [c45]Yifeng Guo, Chengjia Wang, Heye Zhang, Guang Yang:
Deep Attentive Wasserstein Generative Adversarial Networks for MRI Reconstruction with Recurrent Context-Awareness. MICCAI (2) 2020: 167-177 - [i9]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 abs/2002.00440 (2020) - [i8]Yifeng Guo, Chengjia Wang, Heye Zhang, Guang Yang:
Deep Attentive Wasserstein Generative Adversarial Networks for MRI Reconstruction with Recurrent Context-Awareness. CoRR abs/2006.12915 (2020) - [i7]Jingyu Hao, Chengjia Wang, Heye Zhang, Guang Yang:
Annealing Genetic GAN for Minority Oversampling. CoRR abs/2008.01967 (2020)
2010 – 2019
- 2019
- [j38]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: 3848-3854 (2019) - [j37]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): 271-280 (2019) - [j36]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) - [j35]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): 653-665 (2019) - [j34]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: 558-570 (2019) - [j33]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) - [j32]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) - [j31]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): 703-713 (2019) - [c44]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: 219-230 - [c43]Dong Zhang, Guang Yang, Shu Zhao, Yanping Zhang, Heye Zhang, Shuo Li:
Direct Quantification for Coronary Artery Stenosis Using Multiview Learning. MICCAI (2) 2019: 449-457 - [c42]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: 595-604 - [c41]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: 678-686 - [i6]Chengjia Wang, Giorgos Papanastasiou, Agisilaos Chartsias, Grzegorz Jacenkow, Sotirios A. Tsaftaris, Heye Zhang:
FIRE: Unsupervised bi-directional inter-modality registration using deep networks. CoRR abs/1907.05062 (2019) - [i5]Dong Zhang, Guang Yang, Shu Zhao, Yanping Zhang, Heye Zhang, Shuo Li:
Direct Quantification for Coronary Artery Stenosis Using Multiview Learning. CoRR abs/1907.10032 (2019) - [i4]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 abs/1907.10267 (2019) - [i3]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 abs/1907.11292 (2019) - 2018
- [j30]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: 3828-3838 (2018) - [j29]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: 9543-9553 (2018) - [j28]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: 16529-16538 (2018) - [j27]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: 82-94 (2018) - [j26]Zhifan Gao, Heye Zhang, Defeng Wang, Min Guo, Huafeng Liu, Ling Zhuang, Pengcheng Shi:
Robust recovery of myocardial kinematics using dual ℋ ∞ H∞ criteria. Multim. Tools Appl. 77(17): 23043-23071 (2018) - [j25]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): 2751-2759 (2018) - [j24]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): 1571-1582 (2018) - [j23]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): 273-283 (2018) - [c40]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: 67 - [c39]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: 291 - [c38]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: 1123-1127 - [c37]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: 374-382 - [c36]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: 455-463 - [c35]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: 525-534 - [i2]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 abs/1806.04597 (2018) - 2017
- [j22]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: 29-39 (2017) - [j21]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: 22-40 (2017) - [j20]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: 184-196 (2017) - [j19]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: 1-21 (2017) - [j18]Sandeep Pirbhulal, Heye Zhang, Md Eshrat E. Alahi, Hemant Ghayvat, Subhas Chandra Mukhopadhyay, Yuan-Ting Zhang, Wanqing Wu:
A Novel Secure IoT-Based Smart Home Automation System Using a Wireless Sensor Network. Sensors 17(1): 69 (2017) - [j17]Sandeep Pirbhulal, Heye Zhang, Md Eshrat E. Alahi, Hemant Ghayvat, Subhas Chandra Mukhopadhyay, Yuan-Ting Zhang, Wanqing Wu:
Erratum: Sandeep P., et al. A Novel Secure IoT-Based Smart Home Automation System Using a Wireless Sensor Network. Sensors 2017, 17, 69. Sensors 17(3): 606 (2017) - [j16]Sandeep Pirbhulal, Heye Zhang, Subhas Chandra Mukhopadhyay, Chunyue Li, Yumei Wang, Guanglin Li, Wanqing Wu, Yuan-Ting Zhang:
Erratum: Sandeep P., et al. An Efficient Biometric-Based Algorithm Using Heart Rate Variability for Securing Body Sensor Networks. Sensors 2015, 15, 15067-15089. Sensors 17(3): 607 (2017) - [c34]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: 1120-1124 - [c33]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: 240-249 - [i1]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 abs/1706.03182 (2017) - 2016
- [c32]Zhifan Gao, Yuanyuan Sun, Heye Zhang, Dhanjoo N. Ghista, Yanjie Li, Huahua Xiong, Xin Liu, Yaoqin Xie, Wanqing Wu, Shuo Li:
Carotid Artery Wall Motion Estimated from Ultrasound Imaging Sequences Using a Nonlinear State Space Approach. MICCAI (3) 2016: 98-106 - 2015
- [j15]Sandeep Pirbhulal, Heye Zhang, Subhas Chandra Mukhopadhyay, Chunyue Li, Yumei Wang, Guanglin Li, Wanqing Wu, Yuan-Ting Zhang:
An Efficient Biometric-Based Algorithm Using Heart Rate Variability for Securing Body Sensor Networks. Sensors 15(7): 15067-15089 (2015) - [j14]Shuhang Chen, Huafeng Liu, Zhenghui Hu, Heye Zhang, Pengcheng Shi, Yunmei Chen:
Simultaneous Reconstruction and Segmentation of Dynamic PET via Low-Rank and Sparse Matrix Decomposition. IEEE Trans. Biomed. Eng. 62(7): 1784-1795 (2015) - [c31]Zhifan Gao, Huahua Xiong, Heye Zhang, Dan Wu, Minhua Lu, Wanqing Wu, Kelvin Kian Loong Wong, Yuan-Ting Zhang:
Motion Estimation of Common Carotid Artery Wall Using a H ∞ Filter Based Block Matching Method. MICCAI (3) 2015: 443-450 - 2014
- [j13]Linwei Wang, Vicky Y. Wang, Heye Zhang:
Image-Based Computational Cardiology: From Data to Understanding. Comput. Math. Methods Medicine 2014: 120960:1-120960:2 (2014) - [j12]Huahua Xiong, Dan Wu, Xiaohong Tian, Wan-Hua Lin, Chunyue Li, Heye Zhang, Yunpeng Cai, Yuan-Ting Zhang:
The Relationship between the 24 h Blood Pressure Variability and Carotid Intima-Media Thickness: A Compared Study. Comput. Math. Methods Medicine 2014: 303159:1-303159:9 (2014) - [j11]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:
Unobtrusive Sensing and Wearable Devices for Health Informatics. IEEE Trans. Biomed. Eng. 61(5): 1538-1554 (2014) - 2013
- [j10]Wan-Hua Lin, Heye Zhang, Yuan-Ting Zhang:
Investigation on Cardiovascular Risk Prediction Using Physiological Parameters. Comput. Math. Methods Medicine 2013: 272691:1-272691:21 (2013) - [j9]Yuan-Ting Zhang, Yali Zheng, Wan-Hua Lin, Heye Zhang, Xiao-Lin Zhou:
Challenges and Opportunities in Cardiovascular Health Informatics. IEEE Trans. Biomed. Eng. 60(3): 633-642 (2013) - 2012
- [j8]Heye Zhang, Huajun Ye, Wenhua Huang:
A Meshfree Method for Simulating Myocardial Electrical Activity. Comput. Math. Methods Medicine 2012: 936243:1-936243:16 (2012) - [c30]Jianying Li, Yu Guo, Heye Zhang, Yongming Xie:
A master-slave robotic simulator based on GPUDirect. IROS 2012: 5203-5207 - [c29]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:
Integration of different cardiac electrophysiological models into a single simulation pipeline. ISBI 2012: 1429 - 2011
- [j7]Linwei Wang, Ken C. L. Wong, Heye Zhang, Huafeng Liu, Pengcheng Shi:
Noninvasive Computational Imaging of Cardiac Electrophysiology for 3-D Infarct. IEEE Trans. Biomed. Eng. 58(4): 1033-1043 (2011) - [j6]Ken C. L. Wong, Linwei Wang, Heye Zhang, Huafeng Liu, Pengcheng Shi:
Physiological Fusion of Functional and Structural Images for Cardiac Deformation Recovery. IEEE Trans. Medical Imaging 30(4): 990-1000 (2011) - [c28]Jun Wang, Heye Zhang, Minhua Lu, Huafeng Liu, Zhenghui Hu:
Elastographic image reconstruction: A stochastic state space approach. ICIP 2011: 2017-2020 - [c27]Jinwei Yuan, Heye Zhang, Minhua Lu, Siping Chen, Huafeng Liu:
A strain-based ultrasound elastography using phase shift with prior estimates and meshfree shape function. ISBI 2011: 532-535 - [c26]Linwei Wang, Fady Dawoud, Ken C. L. Wong, Heye Zhang, Huafeng Liu, Albert C. Lardo, Pengcheng Shi:
Transmural Electrophysiologic and Scar Imaging on Porcine Heart with Chronic Infarction. STACOM 2011: 23-32 - 2010
- [j5]Ken C. L. Wong, Linwei Wang, Heye Zhang, Huafeng Liu, Pengcheng Shi:
Meshfree implementation of individualized active cardiac dynamics. Comput. Medical Imaging Graph. 34(1): 91-103 (2010) - [j4]Heye Zhang, Bo Li, Alistair A. Young, Peter J. Hunter:
Recovery of Myocardial Kinematic Function without the Time History of External Loads. EURASIP J. Adv. Signal Process. 2010 (2010) - [j3]Linwei Wang, Heye Zhang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi:
Physiological-Model-Constrained Noninvasive Reconstruction of Volumetric Myocardial Transmembrane Potentials. IEEE Trans. Biomed. Eng. 57(2): 296-315 (2010) - [c25]Ken C. L. Wong, Linwei Wang, Heye Zhang, Pengcheng Shi:
Computational complexity reduction via mode superposition: Application to biomechanics-based nonlinear cardiac deformation recovery. ICIP 2010: 4417-4420 - [c24]Ken C. L. Wong, Linwei Wang, Heye Zhang, Pengcheng Shi:
Physiological Fusion of Functional and Structural Data for Cardiac Deformation Recovery. MICCAI (1) 2010: 159-166 - [c23]Heye Zhang, Bo Li, Pengcheng Shi, Qingmao Hu, Pheng-Ann Heng:
Recovering Cardiac Electrical Activity from Medical Image Sequence: A Model-Based Approach. STACOM/CESC 2010: 204-211 - [c22]Linwei Wang, Ken C. L. Wong, Heye Zhang, Huafeng Liu, Pengcheng Shi:
How Much Geometrical Detail Do We Need in Cardiac Electrophysiological Imaging? A Generic Heart-Torso Representation for Fast Subject-Specific Customization. STACOM/CESC 2010: 232-241 - [c21]Linwei Wang, Ken C. L. Wong, Heye Zhang, Huafeng Liu, Pengcheng Shi:
A Statistical Physiological-Model-Constrained Framework for Computational Imaging of Subject-Specific Volumetric Cardiac Electrophysiology Using Optical Imaging and MRI Data. STACOM/CESC 2010: 261-269
2000 – 2009
- 2009
- [j2]Linwei Wang, Heye Zhang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi:
Electrocardiographic simulation on personalised heart-torso structures using coupled meshfree-BEM platform. Int. J. Funct. Informatics Pers. Medicine 2(2): 175-200 (2009) - [j1]Ken C. L. Wong, Linwei Wang, Heye Zhang, Huafeng Liu, Pengcheng Shi:
Computational Complexity Reduction for Volumetric Cardiac Deformation Recovery. J. Signal Process. Syst. 55(1-3): 281-296 (2009) - [c20]Linwei Wang, Heye Zhang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi:
Noninvasive volumetric imaging of cardiac electrophysiology. CVPR 2009: 2176-2183 - [c19]Linwei Wang, Ken C. L. Wong, Heye Zhang, Pengcheng Shi:
Electrocardiographic Simulation on Coupled Meshfree-BEM Platform. FIMH 2009: 162-171 - [c18]Linwei Wang, Heye Zhang, Ken C. L. Wong, Pengcheng Shi:
A reduced-rank square root filtering framework for noninvasive functional imaging of volumetric cardiac electrical activity. ICASSP 2009: 533-536 - [c17]Ken C. L. Wong, Linwei Wang, Heye Zhang, Pengcheng Shi:
Nonlinear cardiac deformation recovery from medical images. ICIP 2009: 2513-2516 - [c16]Linwei Wang, Heye Zhang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi:
Noninvasive Imaging of Electrophysiological Substrates in Post Myocardial Infarction. MICCAI (1) 2009: 732-740 - 2008
- [c15]Linwei Wang, Ken C. L. Wong, Heye Zhang, Pengcheng Shi:
Dynamic structural-image-guided noninvasive volumetric cardiac electrophysiological mapping. ICIP 2008: 1428-1431 - [c14]Heye Zhang, Linwei Wang, Peter J. Hunter, Pengcheng Shi:
Meshfree framework for image-derived modelling. ISBI 2008: 1449-1452 - [c13]Ken C. L. Wong, Linwei Wang, Heye Zhang, Huafeng Liu, Pengcheng Shi:
Simulation of Active Cardiac Electromechanical Dynamics. MIAR 2008: 60-69 - [c12]Linwei Wang, Heye Zhang, Ken C. L. Wong, Pengcheng Shi:
Coupled Meshfree-BEM Platform for Electrocardiographic Simulation: Modeling and Validations. MIAR 2008: 98-107 - [c11]Linwei Wang, Ken C. L. Wong, Heye Zhang, Pengcheng Shi:
Noninvasive Functional Imaging of Volumetric Cardiac Electrical Activity: A Human Study on Myocardial Infarction. MICCAI (1) 2008: 1042-1050 - 2007
- [c10]Heye Zhang, Linwei Wang, Pengcheng Shi:
Simulations of Cardiac Electrophysiological Activities Using a Heart-Torso Model. FIMH 2007: 150-159 - [c9]Linwei Wang, Heye Zhang, Pengcheng Shi:
Towards Noninvasive 3D Imaging of Cardiac Arrhythmias. FIMH 2007: 280-289 - [c8]Zhenghui Hu, Heye Zhang, Linwei Wang, Xiaolan Song, Pengcheng Shi:
Joint Estimation for Nonlinear Dynamic System from FMRI Time Series. ICIP (3) 2007: 145-148 - [c7]Heye Zhang, Shan Tong, Huafeng Liu, Pengcheng Shi:
Simultaneous Recovery of Left Ventricular Motion and Input Forces from Medical Image Sequences. ISBI 2007: 380-383 - [c6]Linwei Wang, Heye Zhang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi:
Noninvasive Imaging of 3d Cardiac Electrophysiology. ISBI 2007: 632-635 - [c5]Ken C. L. Wong, Linwei Wang, Heye Zhang, Huafeng Liu, Pengcheng Shi:
Integrating Functional and Structural Images for Simultaneous Cardiac Segmentation and Deformation Recovery. MICCAI (1) 2007: 270-277 - 2006
- [c4]Heye Zhang, Chun Lok Wong, Pengcheng Shi:
An Inverse Recovery of Cardiac Electrical Propagation from Image Sequences. MIAR 2006: 132-139 - [c3]Heye Zhang, Chun Lok Wong, Pengcheng Shi:
Estimation of Cardiac Electrical Propagation from Medical Image Sequence. MICCAI (2) 2006: 528-535 - [c2]Ken C. L. Wong, Heye Zhang, Huafeng Liu, Pengcheng Shi:
Physiome Model Based State-Space Framework for Cardiac Kinematics Recovery. MICCAI (1) 2006: 720-727 - [c1]Linwei Wang, Heye Zhang, Pengcheng Shi, Huafeng Liu:
Imaging of 3D Cardiac Electrical Activity: A Model-Based Recovery Framework. MICCAI (1) 2006: 792-799
Coauthor Index
[j93] [j92] [j91] [j90] [j89] [j88] [j87] [j86] [j85] [j84] [j83] [j82] [j81] [j80] [j79] [j78] [j77] [j76] [c50] [j75] [j74] [j73] [j71] [j70] [j69] [j67] [j66] [j65] [c49] [c48] [j64] [j63] [j59] [j58] [i13] [j57] [j53] [j50] [c47] [i10] [j48] [j46] [j45] [j43] [j42] [j40] [i9] [j33] [j29] [j28] [j27] [j26] [j24] [j23] [c40] [c39] [c38] [c37] [c36] [i2] [j22] [j19] [c34] [c33] [i1] [c32] [c31]
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