Huafeng Liu

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 51

Top Venues

Publications

Bao Yang, Kuang Gong, Huafeng Liu, Quanzheng Li, Wentao Zhu
Anatomically Guided PET Image Reconstruction Using Conditional Weakly-Supervised Multi-Task Learning Integrating Self-Attention. IEEE Trans. Medical Imaging 43 (6) (2024)
Yubo Ye, Sumeet Vadhavkar, Xiajun Jiang, Ryan Missel, Huafeng Liu, Linwei Wang
Unsupervised Learning of Hybrid Latent Dynamics: A Learn-to-Identify Framework. CoRR (2024)
Chenxu Li, Rui Hu, Jianan Cui, Huafeng Liu
LMPDNet: TOF-PET list-mode image reconstruction using model-based deep learning method. CoRR (2023)
Runzhou Shi, Fuyan Wang, Chengjin Yu, Cailing Pu, Gaoning Ning, Huafeng Liu, Hongjie Hu
A relative motion model for myocardial infarction detection. Medical Imaging: Image Processing (2023)
Ao Ran, Chengjin Yu, Huafeng Liu
A deep learning method for localizing the origin of ventricular tachycardia using 12-lead ECG. Medical Imaging: Computer-Aided Diagnosis (2023)
Rui Hu, Jianan Cui, Chengjin Yu, Yunmei Chen, Huafeng Liu
STPDnet: Spatial-Temporal Convolutional Primal Dual Network for Dynamic Pet Image Reconstruction. ISBI (2023)
Rui Hu, Yunmei Chen, Kyung Sang Kim, Marcio Aloisio Bezerra Cavalcanti Rockenbach, Quanzheng Li, Huafeng Liu
DULDA: Dual-domain Unsupervised Learned Descent Algorithm for PET image reconstruction. CoRR (2023)
Rui Hu, Yunmei Chen, Kyung Sang Kim, Marcio Aloisio Bezerra Cavalcanti Rockenbach, Quanzheng Li, Huafeng Liu
DULDA: Dual-Domain Unsupervised Learned Descent Algorithm for PET Image Reconstruction. MICCAI (10) (2023)
Chenxu Li, Jingwan Fang, Rui Hu, Jianan Cui, Huafeng Liu
LMPDNET: TOF-PET List-Mode Image Reconstruction Using Model-Based Deep Learning Method. ICIP (2023)
Pengcheng Xu, Kyung Sang Kim, Huafeng Liu, Quanzheng Li
Attention-Fused CNN Model Compression with Knowledge Distillation for Brain Tumor Segmentation. MIUA (2022)
Jianan Cui, Yutong Xie, Anand A. Joshi, Kuang Gong, Kyung Sang Kim, Young-Don Son, Jong Hoon Kim, Richard M. Leahy, Huafeng Liu, Quanzheng Li
PET Denoising and Uncertainty Estimation Based on NVAE Model Using Quantile Regression Loss. MICCAI (4) (2022)
Jianan Cui, Kuang Gong, Ning Guo, Kyung Sang Kim, Huafeng Liu, Quanzheng Li
Unsupervised PET logan parametric image estimation using conditional deep image prior. Medical Image Anal. 80 (2022)
Nuobei Xie, Kuang Gong, Ning Guo, ZhiXing Qin, Zhifang Wu, Huafeng Liu, Quanzheng Li
Penalized-Likelihood PET Image Reconstruction Using 3D Structural Convolutional Sparse Coding. IEEE Trans. Biomed. Eng. 69 (1) (2022)
Lide Mu, Huafeng Liu
Cardiac Transmembrane Potential Imaging with GCN Based Iterative Soft Threshold Network. MICCAI (6) (2021)
Linlin Zhao, Huafeng Liu
EMISTA-Based Quantitative PET Reconstruction. ICIG (2) (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)
Linsheng Cheng, Huafeng Liu
Noninvasive Cardiac Transmembrane Potential Imaging via Global Features Based FISTA Network. EMBC (2021)
Shuting Xie, Linsheng Cheng, Huafeng Liu
Lnista-Net: Learning Nonlocal Regularized Iterative Shrinkage-Thresholding Network For Noninvasive Cardiac Transmembrane Potential Imaging. ISBI (2021)
Yiwei Gao, Hongjie Hu, Huafeng Liu
Corona Virus Disease (COVID-19) Detection in CT Images Using Synergic Deep Learning. ICIG (2) (2021)
Huai Chen, Huafeng Liu
Deep learning based timing calibration for PET. EMBC (2021)
Nuobei Xie, Kuang Gong, Ning Guo, ZhiXing Qin, Zhifang Wu, Huafeng Liu, Quanzheng Li
Rapid high-quality PET Patlak parametric image generation based on direct reconstruction and temporal nonlocal neural network. NeuroImage 240 (2021)
Qiupeng Feng, Huafeng Liu
Rethinking PET Image Reconstruction: Ultra-Low-Dose, Sinogram and Deep Learning. MICCAI (7) (2020)
Nuobei Xie, Kuang Gong, Ning Guo, ZhiXing Qin, Jianan Cui, Zhifang Wu, Huafeng Liu, Quanzheng Li
Clinically Translatable Direct Patlak Reconstruction from Dynamic PET with Motion Correction Using Convolutional Neural Network. MICCAI (7) (2020)
Lide Mu, Huafeng Liu
Noninvasive electrocardiographic imaging with low-rank and non-local total variation regularization. Pattern Recognit. Lett. 138 (2020)
Jianan Cui, Kuang Gong, Paul Han, Huafeng Liu, Quanzheng Li
Super Resolution of Arterial Spin Labeling MR Imaging Using Unsupervised Multi-scale Generative Adversarial Network. MLMI@MICCAI (2020)
Nuobei Xie, Kuang Gong, Ning Guo, ZhiXing Qin, Jianan Cui, Zhifang Wu, Huafeng Liu, Quanzheng Li
Clinically Translatable Direct Patlak Reconstruction from Dynamic PET with Motion Correction Using Convolutional Neural Network. CoRR (2020)
Jianan Cui, Kuang Gong, Paul Han, Huafeng Liu, Quanzheng Li
Super Resolution of Arterial Spin Labeling MR Imaging Using Unsupervised Multi-Scale Generative Adversarial Network. CoRR (2020)
Qiupeng Feng, Hongjie Hu, Huafeng Liu
Multi-level Information for Non-invasive Identification of Exit Site of Ventricular Tachycardia. CinC (2020)
Mingqiang Chen, Lin Fang, Qi Zhuang, Huafeng Liu
Deep Learning Assessment of Myocardial Infarction From MR Image Sequences. IEEE Access 7 (2019)
Lide Mu, Huafeng Liu
Noninvasive Epicardial and Endocardial Extracellular Potentials Imaging with Low-Rank and Non-local Total Variation Regularization. ICIG (2) (2019)
Lin Fang, Jingjia Xu, Hongjie Hu, Yunmei Chen, Pengcheng Shi, Linwei Wang, Huafeng Liu
Noninvasive Imaging of Epicardial and Endocardial Potentials With Low Rank and Sparsity Constraints. IEEE Trans. Biomed. Eng. 66 (9) (2019)
Lin Fang, Huafeng Liu
Non-Invasive Locating Of Premature Ventricular Contraction Origin With Low Rank/Tv Regularization. ISBI (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)
Zhiyuan Liu, Huai Chen, Huafeng Liu
Deep Learning Based Framework for Direct Reconstruction of PET Images. MICCAI (3) (2019)
Huai Chen, Huafeng Liu
Timing calibration for PET based on low rank constraint. EMBC (2019)
Nuobei Xie, Kuang Gong, Ning Guo, ZhiXin Qin, Zhifang Wu, Huafeng Liu, Quanzheng Li
Penalized-likelihood PET Image Reconstruction Using 3D Structural Convolutional Sparse Coding. 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. CoRR (2019)
Jinmin Xu, Huafeng Liu
Hybrid-Loss Guided 3D CNN For Dynamic Dual-Tracer PET Reconstruction. ISBI (2019)
Nuobei Xie, Yunmei Chen, Huafeng Liu
3D Tensor Based Nonlocal Low Rank Approximation in Dynamic PET Reconstruction. Sensors 19 (23) (2019)
Lin Fang, Qi Zhuang, Wei Mao, Yunmei Chen, Huafeng Liu
TV Regularized Low-Rank Framework for Localizing Premature Ventricular Contraction Origin. IEEE Access 7 (2019)
Junyi Tong, Yunmei Chen, Huafeng Liu
Single-Scan Dual-Tracer Separation Network Based on Pre-trained GRU. MMMI@MICCAI (2019)
Mingqiang Chen, Lin Fang, Huafeng Liu
FR-NET: Focal Loss Constrained Deep Residual Networks for Segmentation of Cardiac MRI. ISBI (2019)
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)
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)
Zhifan Gao, Heye Zhang, Defeng Wang, Min Guo, Huafeng Liu, Ling Zhuang, Pengcheng Shi
criteria. Multim. Tools Appl. 77 (17) (2018)
Nuobei Xie, Yunmei Chen, Huafeng Liu
Nonlocal Low-Rank and Total Variation Constrained PET Image Reconstruction. ICPR (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)
Shuhang Chen, Prashnna K. Gyawali, Huafeng Liu, B. Milan Horácek, John L. Sapp, Linwei Wang
Disentangling inter-subject variations: Automatic localization of ventricular tachycardia origin from 12-lead electrocardiograms. ISBI (2017)
Prashnna K. Gyawali, Shuhang Chen, Huafeng Liu, B. Milan Horácek, John L. Sapp, Linwei Wang
Automatic Coordinate Prediction of the Exit of Ventricular Tachycardia from 12-Lead Electrocardiogram. CinC (2017)
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) (2015)
Chenye Wang, Zhenghui Hu, Pengcheng Shi, Huafeng Liu
Low dose PET reconstruction with total variation regularization. EMBC (2014)
Shuhang Chen, Zhi Chen, Zhenghui Hu, Yunmei Chen, Huafeng Liu
Simultaneous reconstruction and segmentation for dynamic PET: A low rank framework. ISBI (2014)
Huafeng Liu, Pengcheng Shi, Yunmei Chen
Integrative Approaches in Computational Biomedical Imaging 2013. Comput. Math. Methods Medicine 2014 (2014)
Linwei Wang, Fady Dawoud, Sai Kit Yeung, Pengcheng Shi, Ken C. L. Wong, Huafeng Liu, Albert C. Lardo
Transmural Imaging of Ventricular Action Potentials and Post-Infarction Scars in Swine Hearts. IEEE Trans. Medical Imaging 32 (4) (2013)
Fei Gao, Jingjia Xu, Huafeng Liu, Pengcheng Shi
Reinforcement Learning Based Model Selection and Parameter Estimation for Pharmacokinetic Analysis in Drug Selection. AE-CAI (2013)
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)
Fei Gao, Huafeng Liu, Pengcheng Shi
Patient-Adaptive Lesion Metabolism Analysis by Dynamic PET Images. MICCAI (3) (2012)
Fengchao Yu, Huafeng Liu, Pengcheng Shi
PEt image reconstruction based on particle filter framework. BHI (2012)
Huafeng Liu, Pengcheng Shi, Yunmei Chen
Integrative Approaches in Computational Biomedical Imaging. Comput. Math. Methods Medicine 2012 (2012)
Zhenghui Hu, Huafeng Liu, Pengcheng Shi
Concurrent bias correction in hemodynamic data assimilation. Medical Image Anal. 16 (7) (2012)
Hongda Mao, Linwei Wang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi
Towards integrated noninvasive personalization of cardiac electromechanics. ISBI (2012)
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) (2011)
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) (2011)
Ken C. L. Wong, Linwei Wang, Huafeng Liu, Pengcheng Shi
A Comparative Study of Physiological Models on Cardiac Deformation Recovery: Effects of Biomechanical Constraints. MICCAI (1) (2011)
Fei Gao, Huafeng Liu, Pengcheng Shi
Robust Estimation of Kinetic Parameters in Dynamic PET Imaging. MICCAI (1) (2011)
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)
Jun Wang, Heye Zhang, Minhua Lu, Huafeng Liu, Zhenghui Hu
Elastographic image reconstruction: A stochastic state space approach. ICIP (2011)
Fengchao Yu, Huafeng Liu, Pengcheng Shi
Pet image reconstruction: GPU-accelerated particle filter framework. ICIP (2011)
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)
Hongda Mao, Linwei Wang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi
Volumetric Modeling Electromechanics of the Heart. STACOM (2011)
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) (2010)
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)
Hongda Mao, Huafeng Liu, Pengcheng Shi
A convex neighbor-constrained active contour model for image segmentation. ICIP (2010)
Yunxia Shen, Huafeng Liu, Pengcheng Shi
Limited view PET reconstruction of tissue radioactivity maps. Comput. Medical Imaging Graph. 34 (2) (2010)
Fei Gao, Huafeng Liu, Pengcheng Shi
Efficient Robust Reconstruction of Dynamic PET Activity Maps with Radioisotope Decay Constraints. MICCAI (3) (2010)
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)
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) (2010)
Fei Gao, Huafeng Liu, Yiqiang Jian, Pengcheng Shi
Dynamic Dual-Tracer PET Reconstruction. IPMI (2009)
Huafeng Liu, Pengcheng Shi
Strategy for the Simultaneous Motion and Material Property Estimation of the Heart. IEEE Trans. Biomed. Eng. 56 (2) (2009)
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) (2009)
Linwei Wang, Heye Zhang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi
Noninvasive Imaging of Electrophysiological Substrates in Post Myocardial Infarction. MICCAI (1) (2009)
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) (2009)
Zhenghui Hu, Xiaohu Zhao, Huafeng Liu, Pengcheng Shi
Nonlinear Analysis of the BOLD Signal. EURASIP J. Adv. Signal Process. 2009 (2009)
Linwei Wang, Heye Zhang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi
Noninvasive volumetric imaging of cardiac electrophysiology. CVPR (2009)
Hongda Mao, Huafeng Liu, Pengcheng Shi
Neighbor-constrained active contours without edges. CVPR Workshops (2008)
Ken C. L. Wong, Linwei Wang, Heye Zhang, Huafeng Liu, Pengcheng Shi
Simulation of Active Cardiac Electromechanical Dynamics. MIAR (2008)
Heye Zhang, Shan Tong, Huafeng Liu, Pengcheng Shi
Simultaneous Recovery of Left Ventricular Motion and Input Forces from Medical Image Sequences. ISBI (2007)
Ling Zhuang, Huafeng Liu, Hujun Bao, Pengcheng Shi
Volumetric Meshfree Framework for Joint Segmentation and Motion Tracking of the Left Ventricle. ISBI (2007)
Linwei Wang, Heye Zhang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi
Noninvasive Imaging of 3d Cardiac Electrophysiology. ISBI (2007)
Huafeng Liu, Pengcheng Shi
State-Space Analysis of Cardiac Motion With Biomechanical Constraints. IEEE Trans. Image Process. 16 (4) (2007)
Huafeng Liu, Yiqiang Jian, Pengcheng Shi
Robust Reconstruction of Physiological Parameters from Dynamic Pet Data. ISBI (2007)
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)
Huafeng Liu, Yi Tian, Pengcheng Shi
Simultaneous Estimation of PET Attenuation and Activity Images with Divided Difference Filters. MIAR (2006)
Huafeng Liu, Xiaona Jiang, Pengcheng Shi
State-Space Reconstruction of Pet Parametric Maps. ICIP (2006)
Huafeng Liu, Yunmei Chen, Wufan Chen, Pengcheng Shi
Neighborhood Aided Implicit Active Contours. CVPR (1) (2006)
Linwei Wang, Heye Zhang, Pengcheng Shi, Huafeng Liu
Imaging of 3D Cardiac Electrical Activity: A Model-Based Recovery Framework. MICCAI (1) (2006)
Yi Tian, Huafeng Liu, Pengcheng Shi
Simultaneous Reconstruction of Tissue Attenuation and Radioactivity Maps in SPECT. MICCAI (1) (2006)
Ken C. L. Wong, Heye Zhang, Huafeng Liu, Pengcheng Shi
Physiome Model Based State-Space Framework for Cardiac Kinematics Recovery. MICCAI (1) (2006)
Huafeng Liu, Yunmei Chen, Hon Pong Ho, Pengcheng Shi
Geodesic Active Contours with Adaptive Neighboring Influence. MICCAI (2) (2005)

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Publication Activity (10 Years)

Top Topics

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Huafeng Liu