Xavier Pennec


Ontology type: schema:Person     


Person Info

NAME

Xavier

SURNAME

Pennec

Publications in SciGraph latest 50 shown

  • 2018-02 Multifidelity-CMA: a multifidelity approach for efficient personalisation of 3D cardiac electromechanical models in BIOMECHANICS AND MODELING IN MECHANOBIOLOGY
  • 2018 Parallel Transport of Surface Deformations from Pole Ladder to Symmetrical Extension in SHAPE IN MEDICAL IMAGING
  • 2018 Automatic Multi-Atlas Segmentation of Myocardium with SVF-Net in STATISTICAL ATLASES AND COMPUTATIONAL MODELS OF THE HEART. ACDC AND MMWHS CHALLENGES
  • 2017-10-24 Sample-Limited Barycentric Subspace Analysis on Constant Curvature Spaces in GEOMETRIC SCIENCE OF INFORMATION
  • 2017-10 Statistical shape modelling to aid surgical planning: associations between surgical parameters and head shapes following spring-assisted cranioplasty in INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY
  • 2017 Improving Understanding of Long-Term Cardiac Functional Remodelling via Cross-Sectional Analysis of Polyaffine Motion Parameters in FUNCTIONAL IMAGING AND MODELLING OF THE HEART
  • 2017 Longitudinal Analysis Using Personalised 3D Cardiac Models with Population-Based Priors: Application to Paediatric Cardiomyopathies in MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION − MICCAI 2017
  • 2017 Longitudinal Parameter Estimation in 3D Electromechanical Models: Application to Cardiovascular Changes in Digestion in FUNCTIONAL IMAGING AND MODELLING OF THE HEART
  • 2017 Inconsistency of Template Estimation with the Fréchet Mean in Quotient Space in INFORMATION PROCESSING IN MEDICAL IMAGING
  • 2017 Prediction of Post-Ablation Outcome in Atrial Fibrillation Using Shape Parameterization and Partial Least Squares Regression in FUNCTIONAL IMAGING AND MODELLING OF THE HEART
  • 2017 SVF-Net: Learning Deformable Image Registration Using Shape Matching in MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION − MICCAI 2017
  • 2016-12 CMR-based 3D statistical shape modelling reveals left ventricular morphological differences between healthy controls and arterial switch operation survivors in JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE
  • 2016-12 A statistical shape modelling framework to extract 3D shape biomarkers from medical imaging data: assessing arch morphology of repaired coarctation of the aorta in BMC MEDICAL IMAGING
  • 2016 Combination of Polyaffine Transformations and Supervised Learning for the Automatic Diagnosis of LV Infarct in STATISTICAL ATLASES AND COMPUTATIONAL MODELS OF THE HEART. IMAGING AND MODELLING CHALLENGES
  • 2016 Barycentric Subspace Analysis: A New Symmetric Group-Wise Paradigm for Cardiac Motion Tracking in MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION -- MICCAI 2016
  • 2016 Simulating Patient Specific Multiple Time-Point MRIs from a Biophysical Model of Brain Deformation in Alzheimer’s Disease in COMPUTATIONAL BIOMECHANICS FOR MEDICINE
  • 2016 A Non-parametric Statistical Shape Model for Assessment of the Surgically Repaired Aortic Arch in Coarctation of the Aorta: How Normal is Abnormal? in STATISTICAL ATLASES AND COMPUTATIONAL MODELS OF THE HEART. IMAGING AND MODELLING CHALLENGES
  • 2016 A Survey of Mathematical Structures for Extending 2D Neurogeometry to 3D Image Processing in MEDICAL COMPUTER VISION: ALGORITHMS FOR BIG DATA
  • 2016 A Framework for Creating Population Specific Multimodal Brain Atlas Using Clinical T1 and Diffusion Tensor Images in COMPUTATIONAL DIFFUSION MRI
  • 2016 A Multiscale Cardiac Model for Fast Personalisation and Exploitation in MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION -- MICCAI 2016
  • 2015 Descriptive and Intuitive Population-Based Cardiac Motion Analysis via Sparsity Constrained Tensor Decomposition in MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION – MICCAI 2015
  • 2015 Biased Estimators on Quotient Spaces in GEOMETRIC SCIENCE OF INFORMATION
  • 2015 Statistical Computing on Non-Linear Spaces for Computational Anatomy in HANDBOOK OF BIOMEDICAL IMAGING
  • 2015 Barycentric Subspaces and Affine Spans in Manifolds in GEOMETRIC SCIENCE OF INFORMATION
  • 2015 Propagation of Myocardial Fibre Architecture Uncertainty on Electromechanical Model Parameter Estimation: A Case Study in FUNCTIONAL IMAGING AND MODELING OF THE HEART
  • 2014-09 Efficient Parallel Transport of Deformations in Time Series of Images: From Schild’s to Pole Ladder in JOURNAL OF MATHEMATICAL IMAGING AND VISION
  • 2014-05 Spectral Log-Demons: Diffeomorphic Image Registration with Very Large Deformations in INTERNATIONAL JOURNAL OF COMPUTER VISION
  • 2014 Discrete Ladders for Parallel Transport in Transformation Groups with an Affine Connection Structure in GEOMETRIC THEORY OF INFORMATION
  • 2014 A Biophysical Model of Shape Changes due to Atrophy in the Brain with Alzheimer’s Disease in MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION – MICCAI 2014
  • 2013-11 Mathematical Methods for Medical Imaging in INTERNATIONAL JOURNAL OF COMPUTER VISION
  • 2013-11 Geodesics, Parallel Transport & One-Parameter Subgroups for Diffeomorphic Image Registration in INTERNATIONAL JOURNAL OF COMPUTER VISION
  • 2013-07 Sparse Multi-Scale Diffeomorphic Registration: The Kernel Bundle Framework in JOURNAL OF MATHEMATICAL IMAGING AND VISION
  • 2013-05 Toward a Comprehensive Framework for the Spatiotemporal Statistical Analysis of Longitudinal Shape Data in INTERNATIONAL JOURNAL OF COMPUTER VISION
  • 2013 Sparse Scale-Space Decomposition of Volume Changes in Deformations Fields in ADVANCED INFORMATION SYSTEMS ENGINEERING
  • 2013 Exponential Barycenters of the Canonical Cartan Connection and Invariant Means on Lie Groups in MATRIX INFORMATION GEOMETRY
  • 2013 A Near-Incompressible Poly-affine Motion Model for Cardiac Function Analysis in STATISTICAL ATLASES AND COMPUTATIONAL MODELS OF THE HEART. IMAGING AND MODELLING CHALLENGES
  • 2013 Parallel Transport with Pole Ladder: Application to Deformations of Time Series of Images in GEOMETRIC SCIENCE OF INFORMATION
  • 2013 Evaluation of iLogDemons Algorithm for Cardiac Motion Tracking in Synthetic Ultrasound Sequence in STATISTICAL ATLASES AND COMPUTATIONAL MODELS OF THE HEART. IMAGING AND MODELLING CHALLENGES
  • 2013 Multinomial Probabilistic Fiber Representation for Connectivity Driven Clustering in INFORMATION PROCESSING IN MEDICAL IMAGING
  • 2013 Improving DTI Resolution from a Single Clinical Acquisition: A Statistical Approach Using Spatial Prior in ADVANCED INFORMATION SYSTEMS ENGINEERING
  • 2013 Groupwise Spectral Log-Demons Framework for Atlas Construction in MEDICAL COMPUTER VISION. RECOGNITION TECHNIQUES AND APPLICATIONS IN MEDICAL IMAGING
  • 2013 Regional Analysis of Left Ventricle Function Using a Cardiac-Specific Polyaffine Motion Model in FUNCTIONAL IMAGING AND MODELING OF THE HEART
  • 2013 Bi-invariant Means on Lie Groups with Cartan-Schouten Connections in GEOMETRIC SCIENCE OF INFORMATION
  • 2013 Random Spatial Structure of Geometric Deformations and Bayesian Nonparametrics in GEOMETRIC SCIENCE OF INFORMATION
  • 2013 Spatio-temporal Dimension Reduction of Cardiac Motion for Group-Wise Analysis and Statistical Testing in ADVANCED INFORMATION SYSTEMS ENGINEERING
  • 2013 Statistical Shape Analysis of Surfaces in Medical Images Applied to the Tetralogy of Fallot Heart in MODELING IN COMPUTATIONAL BIOLOGY AND BIOMEDICINE
  • 2012 Simultaneous Multiscale Polyaffine Registration by Incorporating Deformation Statistics in MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION – MICCAI 2012
  • 2012 Which Reorientation Framework for the Atlas-Based Comparison of Motion from Cardiac Image Sequences? in SPATIO-TEMPORAL IMAGE ANALYSIS FOR LONGITUDINAL AND TIME-SERIES IMAGE DATA
  • 2012 Regional Flux Analysis of Longitudinal Atrophy in Alzheimer’s Disease in MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION – MICCAI 2012
  • 2012 Kernel Bundle EPDiff: Evolution Equations for Multi-scale Diffeomorphic Image Registration in SCALE SPACE AND VARIATIONAL METHODS IN COMPUTER VISION
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