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个人简介

刘华锋,浙江大学光电学院教授,博士生导师,国家杰出青年。1995年获得浙江大学光学工程学士学位,1998年获得浙江大学测量技术和仪器硕士学位,2001年获得浙江大学博士学位,2001年至2003年,在香港科技大学电子工程系读博士后,致力于心脏图像分析和PET图像重建。 刘华锋教授目前是浙江大学与日本滨松光子学联合实验室(ZJU-Hamamatsu)的主任。该实验室由日本滨松光子学株式会社和浙江大学光电科学与工程学院于1995年共同创建。从那时起,该实验室一直致力于生物医学成像仪器(PET)、图像重建(PET、fMRI、ECG)和医学图像分析。

研究领域

生物医学成像 图像分析 计算机视觉

近期论文

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Journals: [1] S. Nagi, M. Watanabe, H. Shimoi, H. Liu, and Y. Yoshizawa, “A New Compact Position-sensitive PMT for Scintillation Detectors”, IEEE Transactions on Nuclear Science, 1999, 46(3): 354-358. [2] H. Liu, C. Bao, M. Watanabe and T. Yamashita, “Investigation of LSO Scintillators for High-resolution PET Detectors”, Acta Photonica Sinica, 2000, 29(5): 449-453. [3] H. Liu, C. Bao, M. Watanabe and T. Yamashita, “Design of a New Depth Encoding Detector for PET”, Acta Photonica Sinica,2000, 29(6): 564-568. [4] H. Liu, C. Bao, M. Watanabe and G. Yang, “Computer Simulation Studies for the Positron Emission Tomography”, Acta Photonica Sinica, 2000, 29(11): 1017-1020. [5] H. Liu, C. Bao, and T. Yamashita, “Performance of a New Position Sensitive PMT”, High Energy Physics and Nuclear Physics, 2000, 24(9): 875-879. [6] H. Liu, T. Omura, M. Watanabe, and T. Yamashita, “Development of a Depth of Interaction Detector for Ɣ-rays”, Nuclear Instruments and Methods in Physics Research A, 2001, 459:182-190. [7] H. Liu, T. Omura, M. Watanabe, and T. Yamashita, “Effect of Crystal Surface Treatment on the Timing Response of a DOI Detector”, Nuclear Electronics and Detection Technology, 2001, 21(2): 9-13. [8] H. Liu, T.Omura, M. Watanabe and T. Yamashita, “Research on a New Compact Position-Sensitive Detector Prototype Using in a Small Animal PET System”, Chinese Journal of Scientific Instrument, 2001, 21(2): 188-121. [9] H. Liu, H. Ye, and C. Bao, “Scintillators for Positron Emission Tomography”, Atomic Energy Science & Technology, 2001, 35(5): 476-480. [10] H. Liu and C. Bao, “Design of a Gamma-ray Imaging System for Plant Studies”, High Energy Physics and Nuclear Physics, 2002, 26(2): 192-196. [11] H. Ye, H. Liu, and C. Bao, “Review on Image Reconstruction for Positron Emission Tomography”, Journal of Biomedical Engineering, 2002, 19(3): 496-499. [12] P. Shi and H. Liu, “Stochastic Finite Element Framework for Joint Estimation of Cardiac Kinematics Function and Material Property”, Medical Image Analysis, 7(4): 445-464, 2003. [13] H. Liu, Q. Zhao and P. Shi. Performance Results of BGO Block Detectors based on Flat Panel PS-PMT for PET. IEEE Trans Nulcear Science. 54(4): 1298-1301, 2007. [14] H. Liu and P. Shi, State Space Analysis of Cardiac Motion with Biomechanical constraints, IEEE Transactions on Image Processing, 16(4):901-917, 2007. [15] Ken. Wong, H. Zhang, H. Liu* and P. Shi, Physiome-Model–Based State-Space Framework for Cardiac Deformation Recovery, Academic Radiology, 1341-1349, 2007. [16] Ken C. L. Wong, L. Wang, H. Zhang, H.Liu and P. Shi,Computational Complexity Reduction for Volumetric Cardiac Deformation Recovery,Journal of Signal Processing Systems, 281-296,2008. [17] F. Gao, R. Yamada, M. Watanabe and H.Liu*. Use of Monte Carlo simulations for the scatter events analysis of PET scanners. Acta Physica Sinica, 3584-3591, 2009. [18] Ken C. L. Wong, Linwei Wang, Heye Zhang, Huafeng Liu, Pengcheng Shi: Computational Complexity Reduction for Volumetric Cardiac Deformation Recovery. Signal Processing Systems 55(1-3): 281-296 (2009). [19] Zhenghui Hu, Xiaohu Zhao, Huafeng Liu, Pengcheng Shi: Nonlinear Analysis of the BOLD Signal. EURASIP J. Adv. Sig. Proc. 2009. [20] Linwei Wang, Heye Zhang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi: Electrocardiographic simulation on personalised heart-torso structures using coupled meshfree-BEM platform. I. J. Functional Informatics and Personalised Medicine 2(2): 175-200, 2009. [21] F. Gao, R. Yamada, M. Watanabe and H.Liu*. An effective scatter correction method based on single scatter simulation for a 3D whole body PET scanner. Chinese Physics B. 3066-3072, 2009. [22] Ken C. L. Wong, Linwei Wang, Heye Zhang, Huafeng Liu, Pengcheng Shi: Meshfree implementation of individualized active cardiac dynamics. Comp. Med. Imag. and Graph. 34(1): 91-103, 2010. [23] H. Liu and P. Shi, Maximum a Posteriori Strategy for the Simultaneous Motion and Material Property Estimation of the Heart, IEEE Transactions on Biomedical Engineering, 378-389,2009. [24] L.Wang, H. Zhang, K. Wong, H. Liu, P. Shi. Physiological-model-constrained noninvasive reconstruction of volumetric myocardial transmembrane potentials. IEEE transactions on biomedical engineering 57(2): 296-315, 2010 [25] Y. Shen, H. Liu*, P. Shi. Limited view PET reconstruction of tissue radioactivity maps. Computerized Medical Imaging and Graphics, Volume 34, Issue 2, Pages 142-148. [26] Wang,L.,Zhang,H.,Wong,C.L.and Huafeng Liu.,Shi,P.: Noninvasive Computational Imaging of Cardiac Electrophysiology for 3D Infarct Detection and Quantification, IEEE Transactions on Biomedical Engineering, 58(4): 1033-1043, 2011. [27] 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. Med. Imaging 30(4): 990-1000, 2011. [28] Tong,S., Alessio,A.M., Kinahan,P.E., Liu,H., and Shi,P.: A Robust State-Space Kinetics-Guided Framework for Dynamic PET Image Reconstruction, Physics in Medicine and Biology, 56(8): 2481-98 ,2011 [29] O. Camara, M Sermesant, P. Lamata, L Wang, M Pop, J Relan, M De Craene, H. Delingette, H Liu, S Niederer, A Pashaei, G Plank, D Romero, R Sebastian, K C L Wong, H Zhang, N. Ayache, A.F. Frangi, P Shi, N P Smith, G A Wright. Inter-model consistency and complementarity: Learning from ex-vivo imaging and electrophysiological data towards an integrated understanding of cardiac physiology, Progress in Biophysics and Molecular Biology, 122-133,2011 [30] Huafeng Liu, Hongjie Hu, A. Sinusas, Pengcheng Shi:An H Approach for Elasticity Properties Reconstruction. Medical Physics,475-481, 2012. [31] Chenxi Huang, Hongxin Huang, Haruyoshi Toyoda, Takashi Inoue, and Huafeng Liu, Correlation matching method for high-precision position detection of optical vortex using Shack–Hartmann wavefront sensor. Optics Express, Vol. 20, Issue 24, pp. 26099-26109, 2012. [32] Fengchao Yu, Huafeng Liu*, Zhenghui Hu and Pengcheng Shi.:GPU Accelerated Particle Filter Framework for PET Image Reconstruction, Journal of the Optical Society of America A,637-643,2012 [33] Zhenghui Hu, Cong Liu, Pengcheng Shi, Huafeng Liu*.: Exploiting Magnetic Resonance Angiography Imaging Improves Model Estimation of BOLD Signal. PloS ONE, 2012, 7(2): e31612. doi: 10.1371 / journal.pone.0031612 [34] Liu H, Wang S, Gao F, Tian Y, Chen W.: Robust Framework for PET Image Reconstruction Incorporating System and Measurement Uncertainties. PLoS ONE, 7(3): e32224. doi:10.1371/journal.pone.0032224, 2012. [35] Zhenghui Hu, Pengyu Ni, Cong Liu, Xiaohu Zhao, Huafeng Liu, Pengcheng Shi:Quantitative Evaluation of Activation State in Functional Brain Imaging. Brain topography.362-373, 2012. [36] Zhenghui Hu, Huafeng Liu, Pengcheng Shi: Concurrent bias correction in hemodynamic data assimilation. Medical Image Analysis ,16(7): 1456-1464 , 2012. [37] X.Shen, H. Liu*, Z.Hu, H. Hu, and P. Shi, The Relationship between Cerebral Glucose Metabolism and Age: Report of a Large Brain PET Data Set, PLoS One, 7(12): e51517. doi:10.1371/journal.pone.0051517, 2012. [38] Huafeng Liu, X. Shen, H. Tang, J. Li, T.Xiang and W.Yu, “Using MicroPET Imaging in Quantitative Verification of Acupuncture Effect in Ischemia Stroke Treatment”, Scientific Reports, 3:1070, 2013 [39] Zhenghui Hu, Heye Zhang, Jinwei Yuan, Minhua Lu, Siping Chen, Huafeng Liu. An H∞ strategy for strain estimation in ultrasound elastography using biomechanical modeling constraint. PLoS One 8(9):e73093, 2013. [40] Minhua Lu, Heye Zhang, Jun Wang, Jinwei Yuan, Zhenghui Hu, Huafeng Liu. Reconstruction of elasticity: a stochastic model-based approach in ultrasound elastography. Biomed Eng Online. 12:79, 2013. [41] 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. Med. Imaging 32(4): 731-747, 2013. [42] Huafeng Liu, Pengcheng Shi, Yunmei Chen: Integrative Approaches in Computational Biomedical Imaging 2013. Comput Math Methods Med, 757380, 2014. [43] Liu, ZL; Ke, LN; Liu, HF; Huang, WH; Hu, ZH. Changes in Topological Organization of Functional PET Brain Network with Normal Aging. PLoS One, 2014. [44] Huang, CX; Zhang, HY; Huang, HX; Toyoda, H; Inoue, T; Liu, HF*. Error reduction method for singularity point detection using Shack-Hartmann wavefront sensor. Optics Communications. 311: 163-171, 2014 [45] Huafeng Liu; Min Guo; Pengcheng Shi; Hongjie Hu. Nonlinear Dual Reconstruction of SPECT Activity and Attenuation Images. PLoS One, 2014. [46] S. Chen, H. Liu, Z. Hu, H. Zhang, P. Shi, Y. Chen, Simultaneous Reconstruction and Segmentation of Dynamic PET via Low-Rank and Sparse Matrix Decomposition, IEEE Transactions on Biomedical Engineering, 2015,62(7): 1784-1795. [47] H. Yu, Z. Chen, H. Zhang, K. Wong, Y. Chen, H. Liu. Reconstruction for 3D PET Based on Total Variation Constrained Direct Fourier Method. PloS One, 2015,10(11): e0142019. [48] H. Liu, F. Gao, M. Guo, L. Xue, J. Nie, P. Shi. PET Image Reconstruction: Mean, Variance, and Optimal Minimax Criterion, Journal of Physics D: Applied Physics, 2015,48:155401. [49] S. Chen, H. Liu, P. Shi, Y. Chen, Sparse representation and dictionary learning penalized image reconstruction for positron emission tomography. Physics in Medicine and Biology, 2015,60(2): 807-823. [50] M. Guo, L. Chen, X. Shen, H. Iwai, Y. Chen, H Liu, System Model Enabling Fast Tomographic Phase Microscopy with Total Variation Regularization, Physics in Medicine and Biology, 2015,60: 9059-9077. [51] R. Christensen, A. Bokinsky, A. Santella, Y. Wu, J. Marquina-Solis, M. Guo, I. Kovacevicc, A. Kumar, P. Winter, N. Tashakkori, E. McCreedy, H. Liu, M. McAuliff, W. Mohler, D. Colón-Ramos, Z. Bao, H. Shroff, Untwisting the Caenorhabditis elegans Embryo, eLife, 2015,e10070. [52] Wu, Y., Chandris, P., Winter, P. W., Kim, E. Y., Jaumouillé, V., Kumar, A., Liu, H. et al. Simultaneous multiview capture and fusion improves spatial resolution in wide-field and light-sheet microscopy. Optica, 2016,3(8), 897-910. [53] X Yu, T Isobe, M Watanabe, H Liu. Sub-detector unit timing calibration for brain PET based on L1-norm constraint. Biomedical Physics & Engineering Express, 2016, 2(3): 035008. [54] X Yu, T Isobe, M Watanabe, H Liu. Novel crystal timing calibration method based on total variation. Physics in Medicine and Biology, 2016, 61(22): 7833. Conferences: [56] H. Liu, E. Lo, and P. Shi, “Joint Estimation of Cardiac Kinematics and Material Parameters from Noisy Imaging Data and Uncertain Mechanical Model”, IEEE International Symposium on Biomedical Imaging: Macro to Nano (ISBI’02), 113-116, 2002. [57] H. Liu, L. Wong, and P. Shi, “An EM Strategy for Ventricular Wall Motion Analysis”, IAPR International Conference on Diagnostic Imaging and Analysis, 151-156, 2002. [58] L. Wong, H. Liu, and P. Shi, “Velocity Field Constrained Front Propagation for Segmentation of Cardiac Images”, IEEE Workshop on Applications of Computer Vision (WACV’02), 84-89, 2002. [59] P. Shi and H. Liu, “Stochastic Finite Element Framework for Cardiac Kinematics Function and Material Property Analysis”, Lecture Notes in Computer Science: MICCAI’02, Springer, 634-641, 2002. [60] H. Liu and P. Shi, “Meshfree Particle Methods”, IEEE International Conference on Computer Vision (ICCV’03), 289-296, 2003. [61] H. Liu and P. Shi, “Simultaneous Estimation of Left Ventricular Motion and Material Properties with a Maximum A Posteriori Strategy”, IEEE Computer Vision and Pattern Recognition (CVPR’03), 161-169, 2003. [62] H. Liu, L. Wong, and P. Shi, “Cardiac Motion and Material Properties Analysis Using Data Confidence Weighted Extended Kalman Filter Framework”, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP’03), 465-468 (III), 2003. [63] E. Lo, H. Liu, and P. Shi, “H∞ Filtering and Physical Modeling for Robust Kinematics Estimation”, IEEE International Conference on Image Processing (ICIP’03), 169-172(II), 2003. (Best Paper Finalist) [64] L. Wong, P. Shi, H. Liu, and A. Sinusas, “Joint Analysis of Heart Geometry and Kinematics with Spatiotemporal Active Region Model”, IEEE Engineering in Medicine and Biology (EMBS’03), 762-765, 2003. [65] E. Lo, P. Shi, and H. Liu, “Robust Recovery of Volumetric Cardiac Motion with Physically Constrained H∞ Filtering”, IEEE Engineering in Medicine and Biology (EMBS’03), 814-817, 2003. [66] L. Wong, H. Liu, A. Sinusas, and P. Shi, “Spatiotemporal Active Region Model for Simultaneous Segmentation and Motion Estimation of the Whole Heart”, IEEE Workshop on Variational, Level Set, and Geometrical Methods for Computer Vision (VLSM’03), 193-200, 2003. [67] H. Liu and P. Shi, “Meshfree Representation and Computation: Applications to Cardiac Motion Analysis”, Lecture Notes in Computer Science: IPMI’03, Springer, 560-573, 2003. (Best Poster Paper Award) [68] H. Liu, G. Ho and P. Shi, “Local Weak Form Geometric Active Contours for Medical Image Segmentation”, IEEE International Symposium on Biomedical Imaging: Macro to Nano (ISBI’04), 189-192, 2004. [69] K. Wong, H. Liu and P. Shi, “Meshfree Cardiac Motion Analysis Using Composite Material Model and Total Lagrangian Formulation”, IEEE International Symposium on Biomedical Imaging: Macro to Nano (ISBI’04), 464-467, 2004. [70] L. Wong, H. Liu and P. Shi, “Simultaneous Recovery of Left Ventricular Shape and Motion Using Meshfree Particle Framework”. IEEE International Symposium on Biomedical Imaging: Macro to Nano (ISBI’04), 1263-1266, 2004. [71] P. Shi and H. Liu, “Robust Filtering Strategies for Soft Tissue Young's Modulus Characterization” IEEE International Symposium on Biomedical Imaging: Macro to Nano (ISBI’04), 768-771, 2004. [72] H. Liu and P.Shi, Robust Identification of Object Elasticity. Lecture Notes in Computer Science: Lecture Notes in Computer Science: ECCV-CVAMIA, Springer, 423 - 435, 2004. [73] H. Liu, Z. Hu and P.Shi. Left Ventricular Motion Estimation under Stochastic Uncertainties. Lecture Notes in Computer Science: MIAR’04, Springer, 221-228, 2004. [74] H. Liu and P.Shi. Discontinuity-Preserving Moving Least Squares Method. Lecture Notes in Computer Science: CIS’04, Springer, 562-570, 2004. [75] H. Liu and P.Shi, “Cardiac Motion and Elasticity Characterization with Iterative Sequential H∞ Criteria”, Lecture Notes in Computer Science: MICCAI’04, Springer, 34-42, 2004. [76] Y.Tian, H.Liu and P.Shi, State Space Strategies for Estimation of Activity Map in PET Imaging. Lecture Notes in Computer Science: MIAR’04., Springer, 46-53, 2004. [77] C.L. Wong, H. Liu, A.J. Sinusas and P.Shi, Multiframe Nonrigid Motion Analysis with Anisotropic Spatial Constraints: Applications to Cardiac Image Analysis. IEEE International Conference on Image Processing (ICIP’04), 131-134, 2004. [78] H. Liu, X.Jiang and P. Shi, Uncertainty Penalized Weighted Least Squares Framework for PET Reconstruction under Uncertain System Model, IEEE International Conference on Image Processing (ICIP’05), 736-739, 2005. (Best Paper Finalist) [79] H. Liu, Hongjie Hu , Ken C.L. Wong , Pengcheng Shi, Cardiac Motion Analysis Using Nonlinear Biomechanical Constraints, IEEE Engineering in Medicine and Biology (EMBS’05), 1578-1581, 2005. [80] Ling Zhuang, H. Liu, Xiao Liang , Hujun Bao , Hongjie Hu , Pengcheng Shi, A Simultaneous Framework for Recovering Three Dimensional Shape and Nonrigid Motion from Cardiac Image Sequences, IEEE Engineering in Medicine and Biology (EMBS’05), 5731-5734, 2005. [81] Hon Pong Ho, H. Liu , Pengcheng Shi, Segmentation Through Point-based Multiscale Deformable Model, IEEE Engineering in Medicine and Biology (EMBS’05), 7178-7182, 2005. [82] Ken C.L. Wong , Heye Zhang, H. Liu Pengcheng Shi, Physiome Model Based Cardiac Information Recovery Under Multiframe State-Space Framework, IEEE Engineering in Medicine and Biology (EMBS’05), 7624-7628, 2005. [83] H. Liu, Yunmei Chen, Hon Pong Ho, Pengcheng Shi, Geodesic Active Contours with Adaptive Neighboring Influence, Lecture Notes in Computer Science: MICCAI’05, Springer, 741-749, 2005. [84] Hon Pong Ho, Yunmei Chen, H. Liu, Pengcheng Shi, Point-Based Geometric Deformable Models for Medical Image Segmentation, Lecture Notes in Computer Science: MICCAI’05, Springer, 278-286, 2005. [85] Ling Zhuang, H. Liu, Wei Chen, Hujun Bao, Pengcheng Shi: Simultaneous Segmentation and Motion Recovery in 3D Cardiac Image Analysis. Lecture Notes in Computer Science: ICCV-CVBIA, Springer, 499-507, 2005. [86] G. Ho, H. Liu, Y. Chen and P. Shi, Level Set Active Contours on Unstructured Point Cloud. IEEE Computer Vision and Pattern Recognition (CVPR’05), 690-697, 2005. [87] H. Liu, Yi Tian, Pengcheng Shi: PET Image Reconstruction: A Robust State Space Approach. Lecture Notes in Computer Science: IPMI’05, Springer, 197-209, 2005. [88] H. Liu, Yunmei Chen, Pengcheng Shi, Wufan Chen: Neighborhood Aided Implicit Active Contours. IEEE Computer Vision and Pattern Recognition (CVPR’06), 841-848, 2006. [89] H. Liu, Y. Tian, P. Shi, Simultaneous Estimation of PET Attenuation and Activity Images with Divided Difference Filters, Lecture Notes in Computer Science:MIAR’06, Springer, 301-308 2006. [90] H. Liu, X.Jiang and P. Shi, State-Space Reconstruction of PET Parametric Maps, IEEE International Conference on Image Processing (ICIP’06),893-896, 2006. [91] Yi Tian, H. Liu, Pengcheng Shi: Simultaneous Reconstruction of Tissue Attenuation and Radioactivity Maps in SPECT. Lecture Notes in Computer Science: MICCAI’06, Springer, 397-404, 2006. [92] Ken C. L. Wong, Heye Zhang, H. Liu, Pengcheng Shi: Physiome Model Based State-Space Framework for Cardiac Kinematics Recovery. Lecture Notes in Computer Science: MICCAI’06, Springer, 720-727, 2006. [93] Linwei Wang, Heye Zhang, Pengcheng Shi, H. Liu: Imaging of 3D Cardiac Electrical Activity: A Model-Based Recovery Framework. Lecture Notes in Computer Science: MICCAI’06, Springer, 792-799, 2006. [94] Ken C. L. Wong, L. Wang, H. Liu and P. Shi. Integrating Functional and Structural Images for Simultaneous Cardiac Segmentation and Deformation Recovery. Lecture Notes in Computer Science: MICCAI’07, Springer, 270-277, 2007. [95] H. Zhang, S. Tong, H. Liu and P. Shi, Simultaneous Recovery of Left Ventricular Motion and Input Force from Medical Image Sequences. IEEE International Symposium on Biomedical Imaging: Macro to Nano (ISBI’07), 380-383, 2007. [96] L. Zhuang, H. Liu, H. Bao and P. Shi, Volumetric Meshfree Framework for Joint Segmentation and Motion Tracking of Left Ventricle. IEEE International Symposium on Biomedical Imaging: Macro to Nano (ISBI’07), 396-399, 2007. [97] L. Wang, H. Zhang, K. Wong, H. Liu and P. Shi, Noninvasive Imaging of 3D Cardiac Electrophysiology. IEEE International Symposium on Biomedical Imaging: Macro to Nano (ISBI’07), 396-399, 2007. [98] Ken C. L. Wong, Linwei Wang, Heye Zhang, Huafeng Liu, Pengcheng Shi: Simulation of Active Cardiac Electromechanical Dynamics. MIAR 2008: 60-69. [99] Wang,L., Zhang,H., Wong,C.L., Liu,H., and Shi,P.: Noninvasive Volumetric Imaging of Cardiac Electrophysiology, IEEE Computer Vision and Pattern Recognition (CVPR), Miami, Florida, June, 2009. Pp. 2176-2183. [100] F. Gao, H. Liu, Y. Jian and Pengcheng Shi: Dynamic Dual Tracer PET Reconstruction. Lecture Notes in Computer Science: IPMI’09, Springer, 38-50, 2009. [101] Wang,L.,, Zhang,H., Wong,C.L., Liu,H., and Shi,P.: How Much Geometrical Detail Do We Need in Cardiac Electrophysiological Imaging? A Generic Heart-Torso Representation for Fast Subject-Specific Customization, Statistical Atlases and Computational Models of the Heart: Mapping Structure and Function (STACOM/CESC), Beijing, September, 2010. Pp. 232-241. [102] Wang,L.,, Zhang,H., Wong,C.L., Liu,H., and Shi,P.: A Statistical Physiological-Model-Constrained Framework for Computational Imaging of Subject-Specific Volumetric Cardiac Electrophysiology Using Optical Imaging and MRI Data, Statistical Atlases and Computational Models of the Heart: Mapping Structure and Function (STACOM/CESC), Beijing, September, 2010. Pp. 261-269. [103] Gao,F., Xu,J., Liu,H., and Shi,P.: Efficient Point Clouds Based Scatter Correction for Fully 3D PET, IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS-MIC), Knoxville, October, 2010. CD-ROM. 2931 – 2934. [104] Hongda Mao, Huafeng Liu, Pengcheng Shi: A convex neighbor-constrained active contour model for image segmentation. ICIP 2010: 793-796 (Best Paper Finalist, http://www.icip2010.org/awards.htm) [105] 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. [106] Fei Gao, H. Liu, Pengcheng Shi: Efficient Robust Reconstruction of Dynamic PET Activity Maps with Radioisotope Decay Constraints. Lecture Notes in Computer Science: MICCAI’10, Springer, 571-578, 2010. [107] Fei Gao, Huafeng Liu, Pengcheng Shi: Robust Estimation of Kinetic Parameters in Dynamic PET Imaging. MICCAI (1) 2011: 492-499. [108] 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: 420-427. [109] Hongda Mao, Linwei Wang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi: Volumetric Modeling Electromechanics of the Heart. STACOM 2011: 224-233. [110] 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. [111] Fengchao Yu, Huafeng Liu, Pengcheng Shi: PET image reconstruction based on particle filter framework. BHI 2012: 851-853. [112] Oscar Camara, Maxime Sermesant, Pablo Lamata, Linwei Wang, Mihaela Pop, Jatin Relan, Mathieu De Craene, Hervé Delingette, Huafeng Liu, Steven 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. [113] Hongda Mao, Linwei Wang, Ken C. L. Wong, Huafeng Liu, Pengcheng Shi: Towards integrated noninvasive personalization of cardiac electromechanics. ISBI 2012: 1430-1433. [114] Fei Gao, Huafeng Liu, Pengcheng Shi: Patient-Adaptive Lesion Metabolism Analysis by Dynamic PET Images. MICCAI (3) 2012: 558-565. [115] Shuhang Chen, Zhi Chen, Zhenghui Hu, Yunmei Chen, Huafeng Liu: Simultaneous reconstruction and segmentation for dynamic PET: A low rank framework. ISBI 2014: 967-970

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