Pengcheng Shi

According to our database1, Pengcheng Shi authored at least 152 papers between 1994 and 2018.

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Bibliography

2018
Robust recovery of myocardial kinematics using dual ℋ ∞ H criteria.
Multimedia Tools Appl., 2018

2017
Editorial for the special issue of "Computational methods for molecular imaging" for computerized medical imaging and graphics.
Comp. Med. Imag. and Graph., 2017

2016
Intelligent medical image grouping through interactive learning.
I. J. Data Science and Analytics, 2016

Modeling eye movement patterns to characterize perceptual skill in image-based diagnostic reasoning processes.
Computer Vision and Image Understanding, 2016

An Expert-in-the-loop Paradigm for Learning Medical Image Grouping.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

2015
Representing Variability and Transmural Differences in a Model of Human Heart Failure.
IEEE J. Biomedical and Health Informatics, 2015

Simultaneous Reconstruction and Segmentation of Dynamic PET via Low-Rank and Sparse Matrix Decomposition.
IEEE Trans. Biomed. Engineering, 2015

2014
Integrative Approaches in Computational Biomedical Imaging 2013.
Comp. Math. Methods in Medicine, 2014

From spoken narratives to domain knowledge: Mining linguistic data for medical image understanding.
Artificial Intelligence in Medicine, 2014

Understanding embryonic heart morphogenesis through automatic segmentation and confocal imaging with optical clearing.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Recurrence quantification analysis reveals eye-movement behavior differences between experts and novices.
Proceedings of the Eye Tracking Research and Applications, 2014

Infusing perceptual expertise and domain knowledge into a human-centered image retrieval system: a prototype application.
Proceedings of the Eye Tracking Research and Applications, 2014

Low dose PET reconstruction with total variation regularization.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Electrophysiological properties under heart failure conditions in a human ventricular cell: A modeling study.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Towards multimodal modeling of physicians' diagnostic confidence and self-awareness using medical narratives.
Proceedings of the COLING 2014, 2014

Quantitative Analysis of Rate-Dependent of Human Heart Failure Action Potential Model on Alternans Onset and Arrhythmias.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

2013
Transmural Imaging of Ventricular Action Potentials and Post-Infarction Scars in Swine Hearts.
IEEE Trans. Med. Imaging, 2013

Embryonic Heart Morphogenesis from Confocal Microscopy Imaging and Automatic Segmentation.
Comp. Math. Methods in Medicine, 2013

Reinforcement Learning Based Model Selection and Parameter Estimation for Pharmacokinetic Analysis in Drug Selection.
Proceedings of the Augmented Reality Environments for Medical Imaging and Computer-Assisted Interventions, 2013

Using linguistic analysis to characterize conceptual units of thought in spoken medical narratives.
Proceedings of the INTERSPEECH 2013, 2013

Markers of confidence and correctness in spoken medical narratives.
Proceedings of the INTERSPEECH 2013, 2013

Image Understanding from Experts' Eyes by Modeling Perceptual Skill of Diagnostic Reasoning Processes.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Concurrent bias correction in hemodynamic data assimilation.
Medical Image Analysis, 2012

Integrative Approaches in Computational Biomedical Imaging.
Comp. Math. Methods in Medicine, 2012

Strain-Based Regional Nonlinear Cardiac Material Properties Estimation from Medical Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Patient-Adaptive Lesion Metabolism Analysis by Dynamic PET Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Towards integrated noninvasive personalization of cardiac electromechanics.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Integration of different cardiac electrophysiological models into a single simulation pipeline.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Learning eye movement patterns for characterization of perceptual expertise.
Proceedings of the 2012 Symposium on Eye-Tracking Research and Applications, 2012

Learning Image-Derived Eye Movement Patterns to Characterize Perceptual Expertise.
Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

PEt image reconstruction based on particle filter framework.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

Visualinguistic Approach to Medical Image Understanding.
Proceedings of the AMIA 2012, 2012

Annotation Schemes to Encode Domain Knowledge in Medical Narratives.
Proceedings of the Sixth Linguistic Annotation Workshop, 2012

Disfluencies as Extra-Propositional Indicators of Cognitive Processing.
Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics, 2012

Linking Uncertainty in Physicians' Narratives to Diagnostic Correctness.
Proceedings of the Workshop on Extra-Propositional Aspects of Meaning in Computational Linguistics, 2012

2011
Physiological Fusion of Functional and Structural Images for Cardiac Deformation Recovery.
IEEE Trans. Med. Imaging, 2011

Noninvasive Computational Imaging of Cardiac Electrophysiology for 3-D Infarct.
IEEE Trans. Biomed. Engineering, 2011

Exploring interaction modes for image retrieval.
Proceedings of the NGCA 2011, First Conference on Novel Gaze-Controlled Applications, Karlskrona, Sweden, May 26, 2011

A Comparative Study of Physiological Models on Cardiac Deformation Recovery: Effects of Biomechanical Constraints.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Transmural Electrophysiologic and Scar Imaging on Porcine Heart with Chronic Infarction.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011

Toward Clinically-Feasible Noninvasive Electrophysiological Imaging: Investigating the Impact of Local Anatomical Details.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011

Volumetric Modeling Electromechanics of the Heart.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011

Detrend-Free Hemodynamic Data Assimilation of Two-Stage Kalman Estimator.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Robust Estimation of Kinetic Parameters in Dynamic PET Imaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Using human experts' gaze data to evaluate image processing algorithms.
Proceedings of the IEEE 10th Image, 2011

Pet image reconstruction: GPU-accelerated particle filter framework.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Dynamic Classification of Cellular Transmural TransMembrane Potential (TMP) Activity of the Heart.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011

2010
Sensitivity Analysis for Biomedical Models.
IEEE Trans. Med. Imaging, 2010

Physiological-Model-Constrained Noninvasive Reconstruction of Volumetric Myocardial Transmembrane Potentials.
IEEE Trans. Biomed. Engineering, 2010

Meshfree implementation of individualized active cardiac dynamics.
Comp. Med. Imag. and Graph., 2010

Limited view PET reconstruction of tissue radioactivity maps.
Comp. Med. Imag. and Graph., 2010

Recovering Cardiac Electrical Activity from Medical Image Sequence: A Model-Based Approach.
Proceedings of the Statistical Atlases and Computational Models of the Heart, 2010

Physiological Fusion of Functional and Structural Data for Cardiac Deformation Recovery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

A Statistical Physiological-Model-Constrained Framework for Computational Imaging of Subject-Specific Volumetric Cardiac Electrophysiology Using Optical Imaging and MRI Data.
Proceedings of the Statistical Atlases and Computational Models of the Heart, 2010

How Much Geometrical Detail Do We Need in Cardiac Electrophysiological Imaging? A Generic Heart-Torso Representation for Fast Subject-Specific Customization.
Proceedings of the Statistical Atlases and Computational Models of the Heart, 2010

Efficient Robust Reconstruction of Dynamic PET Activity Maps with Radioisotope Decay Constraints.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Neural Mass Model Driven Nonlinear EEG Analysis.
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010

Computational complexity reduction via mode superposition: Application to biomechanics-based nonlinear cardiac deformation recovery.
Proceedings of the International Conference on Image Processing, 2010

A convex neighbor-constrained active contour model for image segmentation.
Proceedings of the International Conference on Image Processing, 2010

2009
Computational Complexity Reduction for Volumetric Cardiac Deformation Recovery.
Signal Processing Systems, 2009

Maximum a Posteriori Strategy for the Simultaneous Motion and Material Property Estimation of the Heart.
IEEE Trans. Biomed. Engineering, 2009

Electrocardiographic simulation on personalised heart-torso structures using coupled meshfree-BEM platform.
I. J. Functional Informatics and Personalised Medicine, 2009

Nonlinear Analysis of the BOLD Signal.
EURASIP J. Adv. Sig. Proc., 2009

Noninvasive Imaging of Electrophysiological Substrates in Post Myocardial Infarction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Exploiting MR Venography Segmentation for the Accurate Model Estimation of Bold Signal.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Dynamic Dual-Tracer PET Reconstruction.
Proceedings of the Information Processing in Medical Imaging, 2009

Nonlinear cardiac deformation recovery from medical images.
Proceedings of the International Conference on Image Processing, 2009

A reduced-rank square root filtering framework for noninvasive functional imaging of volumetric cardiac electrical activity.
Proceedings of the IEEE International Conference on Acoustics, 2009

Active Model with Orthotropic Hyperelastic Material for Cardiac Image Analysis.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009

Electrocardiographic Simulation on Coupled Meshfree-BEM Platform.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009

Noninvasive volumetric imaging of cardiac electrophysiology.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Nonlocal Prior Bayesian Tomographic Reconstruction.
Journal of Mathematical Imaging and Vision, 2008

Noninvasive Functional Imaging of Volumetric Cardiac Electrical Activity: A Human Study on Myocardial Infarction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Simulation of Active Cardiac Electromechanical Dynamics.
Proceedings of the Medical Imaging and Augmented Reality, 4th International Workshop, 2008

Coupled Meshfree-BEM Platform for Electrocardiographic Simulation: Modeling and Validations.
Proceedings of the Medical Imaging and Augmented Reality, 4th International Workshop, 2008

Meshfree framework for image-derived modelling.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Dynamic structural-image-guided noninvasive volumetric cardiac electrophysiological mapping.
Proceedings of the International Conference on Image Processing, 2008

Enforcing stochastic inverse consistency in non-rigid image registration and matching.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Neighbor-constrained active contours without edges.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

2007
State-Space Analysis of Cardiac Motion With Biomechanical Constraints.
IEEE Trans. Image Processing, 2007

Sampled-Data Filtering Framework for Cardiac Motion Recovery: Optimal Estimation of Continuous Dynamics From Discrete Measurements.
IEEE Trans. Biomed. Engineering, 2007

Joint Bayesian PET Reconstruction Algorithm Using a Quadratic Hybrid Multi-order Prior.
Proceedings of the Computer Vision/Computer Graphics Collaboration Techniques, 2007

Integrating Functional and Structural Images for Simultaneous Cardiac Segmentation and Deformation Recovery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Nonlinear Analysis of BOLD Signal: Biophysical Modeling, Physiological States, and Functional Activation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Volumetric Meshfree Framework for Joint Segmentation and Motion Tracking of the Left Ventricle.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Simultaneous Recovery of Left Ventricular Motion and Input Forces from Medical Image Sequences.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Noninvasive Imaging of 3d Cardiac Electrophysiology.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Robust Reconstruction of Physiological Parameters from Dynamic Pet Data.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

A Novel Nonlocal QuadraticMRF Prior Model for Positron Emission Tomography.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Tracer Kinetics Guided Dynamic PET Reconstruction.
Proceedings of the Information Processing in Medical Imaging, 2007

Constrained Nonlinear Estimation of FMRI Hemodynamic Response Parameters.
Proceedings of the International Conference on Image Processing, 2007

A Fast 3-D Medical Image Registration Algorithm Based on Equivalent Meridian Plane.
Proceedings of the International Conference on Image Processing, 2007

Joint Estimation for Nonlinear Dynamic System from FMRI Time Series.
Proceedings of the International Conference on Image Processing, 2007

Medical Image Registration Based on Equivalent Meridian Plane.
Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007

Bayesian Reconstruction Using a New Nonlocal MRF Prior for Count-Limited PET Transmission Scans.
Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007

Simulations of Cardiac Electrophysiological Activities Using a Heart-Torso Model.
Proceedings of the Functional Imaging and Modeling of the Heart, 2007

Towards Noninvasive 3D Imaging of Cardiac Arrhythmias.
Proceedings of the Functional Imaging and Modeling of the Heart, 2007

A Novel Way of Incorporating Large-Scale Knowledge into MRF Prior Model.
Proceedings of the Artificial Intelligence in Medicine, 2007

2006
Estimation of Cardiac Electrical Propagation from Medical Image Sequence.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Physiome Model Based State-Space Framework for Cardiac Kinematics Recovery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Imaging of 3D Cardiac Electrical Activity: A Model-Based Recovery Framework.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Cardiac Motion Recovery: Continuous Dynamics, Discrete Measurements, and Optimal Estimation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Simultaneous Reconstruction of Tissue Attenuation and Radioactivity Maps in SPECT.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

An Inverse Recovery of Cardiac Electrical Propagation from Image Sequences.
Proceedings of the Medical Imaging and Augmented Reality, 2006

Simultaneous Estimation of PET Attenuation and Activity Images with Divided Difference Filters.
Proceedings of the Medical Imaging and Augmented Reality, 2006

Stochastic Framework for Symmetric Affine Matching between Point Sets.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Continuous-Discrete Filtering for Cardiac Kinematics Estimation under Spatio-Temporal Biomechanical Constrains.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Normalization of Functional Magnetic Resonance Images by Classified Cerebrospinal Fluid Cluster.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Regularity and Complexity of Human Electroencephalogram Dynamics: Applications to Diagnosis of Alzheimers Disease.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Sampled-Data H-Filtering for Robust Kinematics Estimation: Applications to Biomechanics-Based Cardiac Image Analysis.
Proceedings of the International Conference on Image Processing, 2006

State-Space Reconstruction of Pet Parametric Maps.
Proceedings of the International Conference on Image Processing, 2006

Complexity Analysis of fMRI Time Sequences.
Proceedings of the International Conference on Image Processing, 2006

Interregional Functional Connectivity via Pattern Synchrony.
Proceedings of the Ninth International Conference on Control, 2006

Neighborhood Aided Implicit Active Contours.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005
Stochastic Inverse Consistency in Medical Image Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Geodesic Active Contours with Adaptive Neighboring Influence.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Point-Based Geometric Deformable Models for Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

PET Image Reconstruction: A Robust State Space Approach.
Proceedings of the Information Processing in Medical Imaging, 2005

Uncertainty penalized weighted least squares framework for PET reconstruction under uncertain system models.
Proceedings of the 2005 International Conference on Image Processing, 2005

Level Set Active Contours on Unstructured Point Cloud.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Simultaneous Segmentation and Motion Recovery in 3D Cardiac Image Analysis.
Proceedings of the Computer Vision for Biomedical Image Applications, 2005

2004
Physics Based Contrast Marking and Inpainting Based Local Texture Comparison for Clustered Microcalcification Detection.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Finite Deformation Guided Nonlinear Filtering for Multiframe Cardiac Motion Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Cardiac Motion and Elasticity Characterization with Iterative Sequential Hinfinity Criteria.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

State Space Strategies for Estimation of Activity Map in PET Imaging.
Proceedings of the Medical Imaging and Augmented Reality: Second International Workshop, 2004

Left Ventricular Motion Estimation Under Stochastic Uncertainties.
Proceedings of the Medical Imaging and Augmented Reality: Second International Workshop, 2004

Robust Object Segmentation with Constrained Curve Embedding Potential Field.
Proceedings of the Medical Imaging and Augmented Reality: Second International Workshop, 2004

Meshfree Cardiac Motion Analysis Using Composite Material Model and Total Lagrangian Formulation.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Simultaneous Recovery of Left Ventricular Shape and Motion Using Meshfree Particle Framework.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Robust Filtering Strategies for Soft Tissue Young's Modulus Characterization.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Domain Partitioning Level Set Surface for Topology Constrained Multi-Object Segmentation.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Microcalcification detection based on localized texture comparison.
Proceedings of the 2004 International Conference on Image Processing, 2004

Multiframe nonrigid motion analysis with anisotropic spatial constraints: applications to cardiac image analysis *.
Proceedings of the 2004 International Conference on Image Processing, 2004

Robust Identification of Object Elasticity.
Proceedings of the Computer Vision and Mathematical Methods in Medical and Biomedical Image Analysis, 2004

Discontinuity-Preserving Moving Least Squares Method.
Proceedings of the Computational and Information Science, First International Symposium, 2004

2003
Stochastic finite element framework for simultaneous estimation of cardiac kinematic functions and material parameters.
Medical Image Analysis, 2003

Boundary Finding with Curve Embedding Potential Field.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Meshfree Representation and Computation: Applications to Cardiac Motion Analysis.
Proceedings of the Information Processing in Medical Imaging, 2003

H/sub /spl infin// filtering and physical modeling for robust kinematics estimation.
Proceedings of the 2003 International Conference on Image Processing, 2003

Meshfree Particle Method.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Cardiac motion and material properties analysis using data confidence weighted extended Kalman filter framework.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Simultaneous Estimation of Left Ventricular Motion and Material Properties with Maximum a Posteriori Strategy.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002
Segmentation of Myocardium Using Velocity Field Constrained Front Propagation.
Proceedings of the 6th IEEE Workshop on Applications of Computer Vision (WACV 2002), 2002

Peg-Free Hand Geometry Recognition Using Hierarchical Geomrtry and Shape Matching.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2002), 2002

Stochastic Finite Element Framework for Cardiac Kinematics Function and Material Property Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

Joint estimation of cardiac kinematics and material parameters from noisy imaging data and uncertain mechanical model.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

2000
Point-Tracked Quantitative Analysis of Left Ventricular Surface Motion from 3D Image Sequences.
IEEE Trans. Med. Imaging, 2000

1999
Volumetric Deformation Analysis Using Mechanics-Based Data Fusion: Applications in Cardiac Motion Recovery.
International Journal of Computer Vision, 1999

Recovery of Soft Tissue Object Deformation from 3D Image Sequences Using Biomechanical Models.
Proceedings of the Information Processing in Medical Imaging, 1999

1995
A Model-Based Integrated Approach to Track Myocardial Deformation Using Displacement and Velocity Constraints.
ICCV, 1995

A Unified Framework to Assess Myocardial Function from 4D Images.
Proceedings of the Computer Vision, 1995

1994
Myocardial motion and function assessment using 4D images.
Proceedings of the Visualization in Biomedical Computing 1994, 1994


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