Xavier Pennec
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Computer Science Mathematics
Xavier Pennec's Degrees
- PhD Computer Science Université Paris Cité
- Masters Mathematics Université Paris Cité
- Bachelors Mathematics Université Paris Cité
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(Suggest an Edit or Addition)Xavier Pennec's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- A Riemannian Framework for Tensor Computing (2005) (1498)
- Diffeomorphic demons: Efficient non-parametric image registration (2009) (1364)
- Log‐Euclidean metrics for fast and simple calculus on diffusion tensors (2006) (1132)
- Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? (2018) (781)
- Geometric Means in a Novel Vector Space Structure on Symmetric Positive-Definite Matrices (2007) (756)
- The Correlation Ratio as a New Similarity Measure for Multimodal Image Registration (1998) (752)
- Intrinsic Statistics on Riemannian Manifolds: Basic Tools for Geometric Measurements (2006) (733)
- Reconstructing a 3D structure from serial histological sections (2001) (582)
- Multi-scale EM-ICP: A Fast and Robust Approach for Surface Registration (2002) (465)
- A Log-Euclidean Framework for Statistics on Diffeomorphisms (2006) (431)
- Non-parametric Diffeomorphic Image Registration with the Demons Algorithm (2007) (410)
- Symmetric Log-Domain Diffeomorphic Registration: A Demons-Based Approach (2008) (404)
- Rigid registration of 3-D ultrasound with MR images: a new approach combining intensity and gradient information (2001) (333)
- Clinical DT-MRI Estimation, Smoothing, and Fiber Tracking With Log-Euclidean Metrics (2006) (300)
- Understanding the "Demon's Algorithm": 3D Non-rigid Registration by Gradient Descent (1999) (288)
- Iconic feature based nonrigid registration: the PASHA algorithm (2003) (287)
- SVF-Net: Learning Deformable Image Registration Using Shape Matching (2017) (251)
- Fast and Simple Calculus on Tensors in the Log-Euclidean Framework (2005) (251)
- Flexible and Efficient Workflow Deployment of Data-Intensive Applications On Grids With MOTEUR (2008) (214)
- Validation of medical image processing in image-guided therapy (2002) (213)
- A Framework for Uncertainty and Validation of 3-D Registration Methods Based on Points and Frames (1995) (192)
- Comparison and evaluation of retrospective intermodality image registration techniques (1996) (183)
- Probabilities and statistics on Riemannian manifolds: Basic tools for geometric measurements (1999) (180)
- iLogDemons: A Demons-Based Registration Algorithm for Tracking Incompressible Elastic Biological Tissues (2011) (180)
- Robust mosaicing with correction of motion distortions and tissue deformations for in vivo fibered microscopy (2006) (180)
- A Computational Framework for the Statistical Analysis of Cardiac Diffusion Tensors: Application to a Small Database of Canine Hearts (2007) (164)
- Statistical models of sets of curves and surfaces based on currents (2009) (164)
- Benchmarking framework for myocardial tracking and deformation algorithms: An open access database (2013) (153)
- Polyrigid and polyaffine transformations: A novel geometrical tool to deal with non-rigid deformations - Application to the registration of histological slices (2005) (148)
- LCC-Demons: A robust and accurate symmetric diffeomorphic registration algorithm (2013) (148)
- A Fast and Log-Euclidean Polyaffine Framework for Locally Linear Registration (2009) (144)
- Deformable biomechanical models: Application to 4D cardiac image analysis (2003) (141)
- Robust Registration of Multi-modal Images: Towards Real-Time Clinical Applications (2002) (128)
- Toward a Comprehensive Framework for the Spatiotemporal Statistical Analysis of Longitudinal Shape Data (2013) (127)
- Spatiotemporal Atlas Estimation for Developmental Delay Detection in Longitudinal Datasets (2009) (123)
- Fast Non Rigid Matching by Gradient Descent: Study and Improvements of the "Demons" Algorithm (1999) (122)
- Multimodal Image Registration by Maximization of the Correlation Ratio (1998) (121)
- Riemannian Elasticity: A Statistical Regularization Framework for Non-linear Registration (2005) (111)
- Grid powered nonlinear image registration with locally adaptive regularization (2004) (109)
- Multisubject Non-rigid Registration of Brain MRI Using Intensity and Geometric Features (2001) (108)
- DT-REFinD: Diffusion Tensor Registration With Exact Finite-Strain Differential (2009) (107)
- Inferring brain variability from diffeomorphic deformations of currents: An integrative approach (2008) (101)
- An augmented reality system for liver thermal ablation: Design and evaluation on clinical cases (2009) (101)
- Landmark-based registration using features identified through differential geometry (2000) (100)
- Geometric Variability of the Scoliotic Spine Using Statistics on Articulated Shape Models (2008) (97)
- Probabilities and Statistics on Riemannian Manifolds : A Geometric approach (2004) (97)
- Spectral Log-Demons: Diffeomorphic Image Registration with Very Large Deformations (2013) (94)
- Registration, atlas estimation and variability analysis of white matter fiber bundles modeled as currents (2011) (94)
- A geometric algorithm to find small but highly similar 3D substructures in proteins (1998) (93)
- Mapping the regional influence of genetics on brain structure variability — A Tensor-Based Morphometry study (2009) (89)
- Medical image registration using geometric hashing (1997) (89)
- Tracking brain deformations in time sequences of 3D US images (2003) (89)
- Statistical Computing on Manifolds: From Riemannian Geometry to Computational Anatomy (2009) (89)
- Comparison of the endocranial ontogenies between chimpanzees and bonobos via temporal regression and spatiotemporal registration. (2012) (84)
- Measuring brain variability by extrapolating sparse tensor fields measured on sulcal lines (2007) (83)
- Insight into Efficient Image Registration Techniques and the Demons Algorithm (2007) (81)
- A Statistical Model for Quantification and Prediction of Cardiac Remodelling: Application to Tetralogy of Fallot (2011) (78)
- Generalized Correlation Ratio for Rigid Registration of 3D Ultrasound with MR Images (2000) (76)
- 3D non-rigid registration by gradient descent on a Gaussian-windowed similarity measure using convolutions (2000) (75)
- Computing the Mean of Geometric Features Application to the Mean Rotation (1998) (74)
- geomstats: a Python Package for Riemannian Geometry in Machine Learning (2018) (73)
- Mean Template for Tensor-Based Morphometry Using Deformation Tensors (2007) (70)
- Assessing atrophy measurement techniques in dementia: Results from the MIRIAD atrophy challenge (2015) (67)
- An augmented reality system to guide radio‐frequency tumour ablation (2005) (66)
- A statistical shape modelling framework to extract 3D shape biomarkers from medical imaging data: assessing arch morphology of repaired coarctation of the aorta (2016) (65)
- Schild's Ladder for the Parallel Transport of Deformations in Time Series of Images (2011) (64)
- Geodesics, Parallel Transport & One-Parameter Subgroups for Diffeomorphic Image Registration (2011) (64)
- Barycentric subspace analysis on manifolds (2016) (63)
- Non-rigid Atlas to Subject Registration with Pathologies for Conformal Brain Radiotherapy (2004) (61)
- A Complete Augmented Reality Guidance System for Liver Punctures: First Clinical Evaluation (2005) (61)
- Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge (2018) (60)
- Improved Detection Sensitivity in Functional MRI Data Using a Brain Parcelling Technique (2002) (59)
- Uniform Distribution, Distance and Expectation Problems for Geometric Features Processing (1998) (59)
- Riemannian Geometric Statistics in Medical Image Analysis (2020) (59)
- Generation of a statistical shape model with probabilistic point correspondences and the expectation maximization- iterative closest point algorithm (2008) (58)
- Fast and Simple Computations on Tensors with Log-Euclidean Metrics. (2005) (58)
- Measuring Brain Variability Via Sulcal Lines Registration: A Diffeomorphic Approach (2007) (56)
- Evaluation of a New 3D/2D Registration Criterion for Liver Radio-Frequencies Guided by Augmented Reality (2003) (56)
- Diffeomorphic Demons Using ITK's Finite Difference Solver Hierarchy (2008) (56)
- Detecting Clinically Meaningful Shape Clusters in Medical Image Data: Metrics Analysis for Hierarchical Clustering Applied to Healthy and Pathological Aortic Arches (2017) (56)
- Disentangling normal aging from Alzheimer's disease in structural magnetic resonance images (2015) (54)
- How successful is successful? Aortic arch shape after successful aortic coarctation repair correlates with left ventricular function (2017) (53)
- Registration of 4D Time-Series of Cardiac Images with Multichannel Diffeomorphic Demons (2008) (53)
- Incorporating Statistical Measures of Anatomical Variability in Atlas-to-Subject Registration for Conformal Brain Radiotherapy (2005) (52)
- Grid-enabling medical image analysis (2005) (51)
- A Log-Euclidean Polyaffine Framework for Locally Rigid or Affine Registration (2006) (50)
- Performance Evaluation of Grid-Enabled Registration Algorithms Using Bronze-Standards (2006) (50)
- Virtual reality and augmented reality in digestive surgery (2004) (48)
- Feature-Based Registration of Medical Images: Estimation and Validation of the Pose Accuracy (1998) (47)
- A Multi-scale Kernel Bundle for LDDMM: Towards Sparse Deformation Description across Space and Scales (2011) (47)
- Articulated Spine Models for 3-D Reconstruction From Partial Radiographic Data (2008) (46)
- Efficient Parallel Transport of Deformations in Time Series of Images: From Schild’s to Pole Ladder (2013) (45)
- Rigid Point-Surface Registration Using an EM Variant of ICP for Computer Guided Oral Implantology (2001) (45)
- MEDINRIA : DT-MRI PROCESSING AND VISUALIZATION SOFTWARE (2006) (45)
- A Riemannian Framework for the Processing of Tensor-Valued Images (2005) (44)
- Exponential Barycenters of the Canonical Cartan Connection and Invariant Means on Lie Groups (2013) (44)
- Mosaicing of Confocal Microscopic In Vivo Soft Tissue Video Sequences (2005) (44)
- Computational Models for Image-Guided Robot-Assisted and Simulated Medical Interventions (2006) (44)
- Grid-enabled workflows for data intensive medical applications (2005) (43)
- Multiple Registration and Mean Rigid Shape - Application to the 3D case (1996) (43)
- Sparse Multi-Scale Diffeomorphic Registration: The Kernel Bundle Framework (2013) (43)
- Capturing the multiscale anatomical shape variability with polyaffine transformation trees (2012) (41)
- Sparse Approximation of Currents for Statistics on Curves and Surfaces (2008) (40)
- Spatio-Temporal Tensor Decomposition of a Polyaffine Motion Model for a Better Analysis of Pathological Left Ventricular Dynamics (2015) (40)
- Parcellation of brain images with anatomical and functional constraints for fMRI data analysis (2002) (39)
- DTI registration with exact finite-strain differential (2008) (39)
- Extrapolation of Sparse Tensor Fields: Application to the Modeling of Brain Variability (2005) (37)
- Polyrigid and Polyaffine Transformations: A New Class of Diffeomorphisms for Locally Rigid or Affine Registration (2003) (37)
- Health-e-Child: An Integrated Biomedical Platform for Grid-Based Pediatrics (2005) (37)
- Mapping the Effects of Aβ 1 - 42 Levels on the Longitudinal Changes in Healthy Aging: Hierarchical Modeling Based on Stationary Velocity Fields (2011) (36)
- Computational modelling of the right ventricle in repaired tetralogy of Fallot: can it provide insight into patient treatment? (2013) (36)
- Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss (2018) (36)
- Statistical Computing on Manifolds for Computational Anatomy (2006) (35)
- An Incompressible Log-Domain Demons Algorithm for Tracking Heart Tissue (2011) (35)
- Comparing algorithms for diffeomorphic registration: Stationary LDDMM and Diffeomorphic Demons (2009) (35)
- A Forward Model to Build Unbiased Atlases from Curves and Surfaces (2008) (34)
- Non-rigid MR/US registration for tracking brain deformations (2001) (34)
- Automatic Multi-Atlas Segmentation of Myocardium with SVF-Net (2017) (33)
- 4D registration of serial brain’s MR images: a robust measure of changes applied to Alzheimer’s disease (2010) (32)
- Bi-invariant Means in Lie Groups. Application to Left-invariant Polyaffine Transformations (2006) (31)
- Looks Do Matter! Aortic Arch Shape After Hypoplastic Left Heart Syndrome Palliation Correlates With Cavopulmonary Outcomes. (2017) (31)
- Group-wise construction of reduced models for understanding and characterization of pulmonary blood flows from medical images (2014) (31)
- Efficient services composition for grid-enabled data-intensive applications (2006) (30)
- Principal Spine Shape Deformation Modes Using Riemannian Geometry and Articulated Models (2006) (29)
- Higher-Order Momentum Distributions and Locally Affine LDDMM Registration (2011) (29)
- A Statistical Model of Right Ventricle in Tetralogy of Fallot for Prediction of Remodelling and Therapy Planning (2009) (29)
- An interactive hybrid non-rigid registration framework for 3D medical images (2006) (29)
- Toward a generic framework for recognition based on uncertain geometric features (1998) (28)
- Optimizing jobs timeouts on clusters and production grids (2007) (28)
- A biophysical model of brain deformation to simulate and analyze longitudinal MRIs of patients with Alzheimer's disease (2016) (28)
- Manifold-valued image processing with SPD matrices (2020) (27)
- An 0(n2) algorithm for 3D substructure matching of proteins (1994) (27)
- An augmented reality system to guide radio-frequency tumour ablation: Research Articles (2005) (27)
- Computation of a Probabilistic Statistical Shape Model in a Maximum-a-posteriori Framework (2009) (27)
- An Accuracy Certified Augmented Reality System for Therapy Guidance (2004) (27)
- A Tensor-Based Morphometry Study of Genetic Influences on Brain Structure Using a New Fluid Registration Method (2008) (26)
- A model of brain morphological changes related to aging and Alzheimer's disease from cross-sectional assessments (2019) (26)
- Longitudinal Analysis of Image Time Series with Diffeomorphic Deformations: A Computational Framework Based on Stationary Velocity Fields (2016) (25)
- Spectral Demons - Image Registration via Global Spectral Correspondence (2012) (24)
- Joint Estimation and Smoothing of Clinical DT-MRI with a Log-Euclidean Metric (2005) (24)
- Geometry-Aware Multiscale Image Registration via OBBTree-Based Polyaffine Log-Demons (2011) (24)
- A Nonconservative Lagrangian Framework for Statistical Fluid Registration—SAFIRA (2011) (24)
- Left-Invariant Riemannian Elasticity: a distance on shape diffeomorphisms ? (2006) (23)
- Probabilistic and dynamic optimization of job partitioning on a grid infrastructure (2006) (23)
- Barycentric Subspaces and Affine Spans in Manifolds (2015) (23)
- Shape Analysis Using a Point-Based Statistical Shape Model Built on Correspondence Probabilities (2007) (23)
- Towards a Statistical Atlas of Cardiac Fiber Structure (2006) (23)
- LogDemons Revisited: Consistent Regularisation and Incompressibility Constraint for Soft Tissue Tracking in Medical Images (2010) (23)
- Health-e-Child: An Integrated Biomedical Platform for Grid-Based Paediatric Applications (2006) (23)
- Statistics on Diffeomorphisms in a Log-Euclidean Framework (2006) (20)
- Evaluating Brain Anatomical Correlations via Canonical Correlation Analysis of Sulcal Lines (2007) (20)
- A Probabilistic Model to Analyse Workflow Performance on Production Grids (2008) (20)
- Atlas-Based Reduced Models of Blood Flows for Fast Patient-Specific Simulations (2010) (20)
- Grid-wide neuroimaging data federation in the context of the NeuroLOG project (2010) (20)
- Clinical Evaluation of a Respiratory Gated Guidance System for Liver Punctures (2007) (19)
- Kernel Bundle EPDiff: Evolution Equations for Multi-scale Diffeomorphic Image Registration (2011) (19)
- Multifidelity-CMA: a multifidelity approach for efficient personalisation of 3D cardiac electromechanical models (2018) (19)
- Parallel non-rigid registration on a cluster of workstations (2002) (19)
- Lung CT registration combining intensity, curves and surfaces (2010) (19)
- A Statistical Model of White Matter Fiber Bundles Based on Currents (2009) (18)
- REGIONAL FLUX ANALYSIS OF LONGITUDINAL ATROPHY IN ALZHEIMER'S DISEASE (2012) (18)
- Statistical shape modelling to aid surgical planning: associations between surgical parameters and head shapes following spring-assisted cranioplasty (2017) (18)
- Curve- and surface-based registration of lung CT images via currents (2009) (17)
- Best individual template selection from deformation tensor minimization (2008) (17)
- A Grid Service for the Interactive Use of a Parallel Non-rigid Registration Algorithm of Medical Images (2005) (17)
- Generation of a Statistical Shape Model with Probabilistic Point Correspondences and EM-ICP (17)
- Comparison of Standard and Riemannian Fluid Registration for Tensor-Based Morphometry in HIV/AIDS (2007) (16)
- An optimized workflow enactor for data-intensive grid applications (2005) (16)
- Regional flux analysis for discovering and quantifying anatomical changes: An application to the brain morphometry in Alzheimer's disease (2015) (16)
- A Non-parametric Statistical Shape Model for Assessment of the Surgically Repaired Aortic Arch in Coarctation of the Aorta: How Normal is Abnormal? (2015) (15)
- A Near-Incompressible Poly-affine Motion Model for Cardiac Function Analysis (2012) (15)
- Simulating Longitudinal Brain MRIs with Known Volume Changes and Realistic Variations in Image Intensity (2017) (15)
- Low‐dimensional representation of cardiac motion using Barycentric Subspaces: A new group‐wise paradigm for estimation, analysis, and reconstruction (2018) (14)
- Power Euclidean metrics for covariance matrices with application to diffusion tensor imaging (2010) (14)
- Curvature effects on the empirical mean in Riemannian and affine Manifolds: a non-asymptotic high concentration expansion in the small-sample regime (2019) (14)
- 3D anatomical variability assessment of the scoliotic spine using statistics on Lie groups (2006) (13)
- Log-Domain Diffeomorphic Registration of Diffusion Tensor Images (2010) (13)
- Grid Enabled Non-rigid Registration with a Dense Transformation and a priori Information (2003) (13)
- Rigid Point-Surface Registration using Oriented Points and an EM Variant of ICP for Computer Guided (2001) (13)
- Regional Analysis of Left Ventricle Function Using a Cardiac-Specific Polyaffine Motion Model (2013) (13)
- Generalized Image Models and Their Application as Statistical Models of Images (2003) (13)
- Biomechanical Model Construction from Different Modalities: Application to Cardiac Images (2002) (13)
- Randomness and geometric features in computer vision (1996) (13)
- Non-linear 2D and 3D Registration Using Block-Matching and B-Splines (2005) (13)
- A new representation of fMRI data using anatomo-functional constraints (2001) (12)
- Grid-Enabled Non-Rigid Registration Of Medical Images (2004) (12)
- MOTEUR: a data-intensive service-based workflow manager (2006) (12)
- Medical image registration algorithms assesment: Bronze Standard application enactment on grids using the MOTEUR workflow engine (2006) (12)
- Template Shape Estimation: Correcting an Asymptotic Bias (2016) (11)
- Bi-invariant Means on Lie Groups with Cartan-Schouten Connections (2013) (11)
- Statistical Comparison of Cardiac Fibre Architectures (2007) (11)
- Femur specific polyaffine model to regularize the log-domain demons registration (2011) (11)
- Atlas to Image-with-Tumor Registration Based on Demons and Deformation Inpainting (2010) (11)
- Groupwise Spectral Log-Demons Framework for Atlas Construction (2012) (11)
- Multinomial Probabilistic Fiber Representation for Connectivity Driven Clustering (2013) (11)
- Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics (2017) (11)
- O(n)-invariant Riemannian metrics on SPD matrices (2021) (11)
- A new registration method based on Log-Euclidean Tensor metrics and its application to genetic studies (2008) (11)
- Automatic Alignment of Histological Sections (1998) (10)
- Registration of Uncertain Geometric Features: Estimating the Pose and its Accuracy (1997) (10)
- Virtual Reality, Augmented Reality and Robotics in surgical procedures of the liver (2004) (10)
- Parallel Transport with Pole Ladder: a Third Order Scheme in Affine Connection Spaces which is Exact in Affine Symmetric Spaces (2018) (10)
- Which Reorientation Framework for the Atlas-Based Comparison of Motion from Cardiac Image Sequences? (2012) (10)
- Population‐based priors in cardiac model personalisation for consistent parameter estimation in heterogeneous databases (2018) (10)
- Workflow-Based Data Parallel Applications on the EGEE Production Grid Infrastructure (2008) (10)
- Proceedings of the Second International Workshop on Mathematical Foundations of Computational Anatomy (MFCA'08) - Geometrical and Statistical Methods for Modelling Biological Shape Variability (2006) (10)
- Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy: 4th International Workshop, MBIA 2019, and 7th International Workshop, MFCA 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings (2019) (9)
- Computing Bi-Invariant Pseudo-Metrics on Lie Groups for Consistent Statistics (2015) (9)
- A novel family of geometrical transformations: Polyrigid transformations. Application to the registration of histological slices (2003) (9)
- Association of Immunosuppression and Viral Load With Subcortical Brain Volume in an International Sample of People Living With HIV (2021) (9)
- Combination of Polyaffine Transformations and Supervised Learning for the Automatic Diagnosis of LV Infarct (2015) (9)
- An experimental comparison of Grid5000 clusters and the EGEE grid (2006) (9)
- Is Affine-Invariance Well Defined on SPD Matrices? A Principled Continuum of Metrics (2019) (9)
- Spatio-temporal Dimension Reduction of Cardiac Motion for Group-Wise Analysis and Statistical Testing (2013) (9)
- Augmented Reality guided radio-frequency tumor ablation (2003) (9)
- Correctness and robustness of 3D rigid matching with bounded sensor error (1993) (9)
- An Augmented Reality and Virtuality Interface for a Puncture Guidance System: Design and Validation on an Abdominal Phantom (2004) (9)
- A Multiscale Cardiac Model for Fast Personalisation and Exploitation (2016) (8)
- A multisubject anatomo-functional parcellation of the brain (2003) (8)
- Which parallel transport for the statistical analysis of longitudinal deformations (2011) (8)
- A Survey of Mathematical Structures for Extending 2D Neurogeometry to 3D Image Processing (2015) (8)
- AN INTERACTIVE INTENSITY-AND FEATURE-BASED NON-RIGID REGISTRATION FRAMEWORK FOR 3 D MEDICAL IMAGES (2005) (8)
- An Augmented Reality & Virtuality Interface for a Puncture Guidance System: Design and Validation on an Abdominal Phantom (2004) (8)
- A novel framework for the 3D analysis of spine deformation modes. (2006) (8)
- Joint T1 and Brain Fiber Diffeomorphic Registration Using the Demons (2011) (8)
- Tracking Brain Deformations in Time-Sequences of 3D US Images (2001) (8)
- Parallel Transport with Pole Ladder: Application to Deformations of Time Series of Images (2013) (8)
- Descriptive and Intuitive Population-Based Cardiac Motion Analysis via Sparsity Constrained Tensor Decomposition (2015) (7)
- From Semantics to Computer Science: Asclepios: a research project team at INRIA for the analysis and simulation of biomedical images (2009) (7)
- 3D reconstruction of the human spine from radiograph(s) using a multi-body statistical model (2009) (7)
- A Biophysical Model of Shape Changes due to Atrophy in the Brain with Alzheimer's Disease (2014) (7)
- Template Estimation in Computational Anatomy: Fréchet Means Top and Quotient Spaces Are Not Consistent (2016) (7)
- Introduction to differential and Riemannian geometry (2020) (7)
- Comparison of the endocast growth of chimpanzees and bonobos via temporal regression and spatiotemporal registration (2010) (7)
- Statistical Shape Analysis of Surfaces in Medical Images Applied to the Tetralogy of Fallot Heart (2013) (7)
- Exploration of Balanced Metrics on Symmetric Positive Definite Matrices (2019) (7)
- Propagation of Myocardial Fibre Architecture Uncertainty on Electromechanical Model Parameter Estimation: A Case Study (2015) (7)
- Point-Based Statistical Shape Models with Probabilistic Correspondences and Affine EM-ICP (2007) (7)
- NeuroLOG: A framework for the sharing and reuse of distributed tools and data in neuroimaging (2011) (7)
- Towards a Statistical Atlas of Cardiac Fiber Architecture (2006) (6)
- A new combined surface and volume registration (2010) (6)
- Inconsistency of Template Estimation by Minimizing of the Variance/Pre-Variance in the Quotient Space (2017) (6)
- Intraoperable Medical Image Registration Grid Service (2004) (6)
- LCC-Demons: a robust and accurate dieomorphic registration algorithm (2013) (6)
- Voxel-based assessments of treatment effects on longitudinal brain changes in the Multidomain Alzheimer Preventive Trial cohort (2020) (6)
- Multiple Sclerosis Brain MRI Segmentation Workflow deployment on the EGEE Grid (2008) (6)
- Principal Deformations Modes of Articulated Models for the Analysis of 3D Spine Deformities (2008) (6)
- Disentangling the normal aging from the pathological Alzheimer's disease progression on cross-sectional structural MR images (2012) (6)
- Biased Estimators on Quotient Spaces (2015) (6)
- Barycentric Subspace Analysis: A New Symmetric Group-Wise Paradigm for Cardiac Motion Tracking (2016) (6)
- Numerical Accuracy of Ladder Schemes for Parallel Transport on Manifolds (2020) (6)
- Beyond Riemannian geometry: The affine connection setting for transformation groups (2020) (5)
- Cardiac Motion Evolution Model for Analysis of Functional Changes Using Tensor Decomposition and Cross-Sectional Data (2018) (5)
- Statistical Computing on Non-Linear Spaces for Computational Anatomy (2015) (5)
- Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data (2012) (5)
- Evaluation of iLogDemons Algorithm for Cardiac Motion Tracking in Synthetic Ultrasound Sequence (2012) (5)
- Improving DTI Resolution from a Single Clinical Acquisition: A Statistical Approach Using Spatial Prior (2013) (5)
- Algorithm for 3 D Substructure Matching of Proteins (1994) (5)
- Symmetric Algorithmic Components for Shape Analysis with Diffeomorphisms (2019) (5)
- Sparse Scale-Space Decomposition of Volume Changes in Deformations Fields (2013) (5)
- Statistically assisted fluid image registration algorithm - SAFIRA (2010) (5)
- A Framework for Creating Population Specific Multimodal Brain Atlas Using Clinical T1 and Diffusion Tensor Images (2016) (5)
- Simultaneous Multiscale Polyaffine Registration by Incorporating Deformation Statistics (2012) (5)
- Sample-Limited L_p Barycentric Subspace Analysis on Constant Curvature Spaces (2017) (4)
- A Lagrangian formulation for statistical fluid registration (2009) (4)
- Mapping the e ects of A β 1 − 42 levels on the longitudinal changes in healthy aging : hierarchical modeling based on stationary velocity elds (2011) (4)
- Geodesics and Curvature of the Quotient-Affine Metrics on Full-Rank Correlation Matrices (2021) (4)
- Higher Order Kernels and Locally Affine LDDMM Registration (2011) (4)
- Simulating Realistic Synthetic Longitudinal Brain MRIs with known Volume Changes (2016) (4)
- Chapter 18 – Tumor Growth Modeling in Oncological Image Analysis (2008) (4)
- Parallel Transport of Surface Deformations from Pole Ladder to Symmetrical Extension (2018) (4)
- A new approach for dental implant aided surgery. A pilot evaluation (2000) (4)
- Hessian of the Riemannian Squared Distance (2017) (4)
- Defining a mean on Lie groups (2013) (4)
- A Reduced Parallel Transport Equation on Lie Groups with a Left-Invariant Metric (2021) (4)
- Coupled level set segmentation using a point-based statistical shape model relying on correspondence probabilities (2010) (4)
- From Riemannian Geometry to Computational Anatomy of the Brain (2007) (4)
- Assessment of brace local action on vertebrae relative poses. (2006) (4)
- Advances in Geometric Statistics for Manifold Dimension Reduction (2020) (4)
- An Augmented Reality System to Guide Liver Punctures (2003) (3)
- Regional ux analysis of longitudinal atrophy in Alzheimer ' s disease (2012) (3)
- White paper: validation of medical image processing in image-guided therapy (2002) (3)
- CMR-based 3D statistical shape modelling reveals left ventricular morphological differences between healthy controls and arterial switch operation survivors (2016) (3)
- Sparsity and scale: Compact representations of deformation for diffeomorphic registration (2012) (3)
- Simulating Patient Specific Multiple Time-Point MRIs from a Biophysical Model of Brain Deformation in Alzheimer’s Disease (2016) (3)
- Estimating the Template in the Total Space with the Fréchet Mean on Quotient Spaces may have a Bias: a Case Study on Vector Spaces Quotiented by the Group of Translations (2015) (3)
- Random Spatial Structure of Geometric Deformations and Bayesian Nonparametrics (2013) (3)
- How Successful is Successful? Aortic Arch Shape Following Successful Aortic Coarctation Repair Correlates with Left Ventricular Function (2016) (3)
- A Log-Euclidean Statistical Analysis of DTI Brain Deformations (2010) (3)
- Mathematical Methods for Medical Imaging (2013) (3)
- Left atrial shape is independent predictor of arrhythmia recurrence after catheter ablation for atrial fibrillation: A shape statistics study (2021) (3)
- GPU and CPU implementation of Young - Van Vliet's Recursive Gaussian Smoothing Filter (2013) (2)
- Geometry of Sample Spaces. (2020) (2)
- Introduction to Riemannian Geometry and Geometric Statistics: From Basic Theory to Implementation with Geomstats (2023) (2)
- Probabilistic Flux Analysis of Cerebral Longitudinal Atrophy (2012) (2)
- Highly reduced model of the cardiac function for fast simulation (2016) (2)
- Inconsistency of Template Estimation with the Fréchet Mean in Quotient Space (2017) (2)
- Statistical Analysis of Organs’ Shapes and Deformations: The Riemannian and the Affine Settings in Computational Anatomy (2020) (2)
- Parallel Transport on Kendall Shape Spaces (2021) (2)
- Comparison of statistical shape models built on correspondence probabilities and one-to-one correspondences (2008) (2)
- Prediction of Post-Ablation Outcome in Atrial Fibrillation Using Shape Parameterization and Partial Least Squares Regression (2017) (2)
- Application of a Probabilistic Statistical Shape Model to Automatic Segmentation (2009) (2)
- Multi-subject anatomo-functional classification for activation studies (2004) (2)
- Analysis and Simulation of Biomedical Images (2006) (2)
- Chapter 34 – Landmark-Based Registration Using Features Identified through Differential Geometry (2009) (2)
- Corrigendum to "Group-wise construction of reduced models for understanding and characterization of pulmonary blood flows from medical images" [Med. Image Anal. 18(2014) 63-82] (2014) (2)
- Validation of a New 3D/2D Registration Criterion including Error Prediction. Application to Image Guided Radio-Frequency Ablation of the Liver Tumors (2003) (2)
- Parametric regression of 3D medical images through the exploration of non-parametric regression models (2010) (2)
- A federated system for sharing and reuse of images and image processing tools in neuroimaging (2011) (2)
- 4 D registration of serial brain ’ s MR images : a robust measure of changes applied to Alzheimer ’ s disease (2010) (1)
- The geometry of mixed-Euclidean metrics on symmetric positive definite matrices (2021) (1)
- Cardiac Motion Modeling With Parallel Transport And Shape Splines (2021) (1)
- Improving Understanding of Long-Term Cardiac Functional Remodelling via Cross-Sectional Analysis of Polyaffine Motion Parameters (2017) (1)
- Theoretically and Computationally Convenient Geometries on Full-Rank Correlation Matrices (2022) (1)
- Discovering clusters in pathologic cardiac morphology: MR-based hierarchical 3D shape clustering of surgically repaired aortic arches (2016) (1)
- Geodesic of the Quotient-Affine Metrics on Full-Rank Correlation Matrices (2021) (1)
- NeuroLOG: Neuroscience Application Workflows Execution on the EGEE Grid (2008) (1)
- Differentiating pathological brain atrophy from normal aging: a promising diagnostic tool for Alzheimer’s disease (2012) (1)
- Third generation disease models: Image analysis tools, pediatric heart diseases, inflammatory diseases and brain tumors (2010) (1)
- Longitudinal Parameter Estimation in 3D Electromechanical Models: Application to Cardiovascular Changes in Digestion (2017) (1)
- SURFACE AND VOLUME REGISTRATION OF BRAIN MAGNETIC RESONANCE IMAGES (2009) (1)
- Mapping longitudinal changes in the brain affected by Alzheimer's disease (2010) (1)
- Geodesic squared exponential kernel for non-rigid shape registration (2021) (1)
- Common Brain Volume Signatures Associated with Immunosuppression and Viral Load in Over 1000 Adults Living with HIV Across 5 Continents: Findings from the ENIGMA-HIV Working Group (2019) (1)
- Fusing 3-D ultrasound and MRI for real-time image-guided neurosurgery (2001) (1)
- [Towards a personalized digital patient for diagnosis and therapy guided by image]. (2011) (1)
- Statistics on Lie groups: A need to go beyond the pseudo-Riemannian framework (2015) (1)
- [In-silico models for the simulation and prediction of the cardiac function]. (2010) (1)
- A Global Criterion for the Computation of Statistical Shape Model Parameters Based on Correspondence Probabilities (2008) (1)
- Smaller limbic structures are associated with greater immunosuppression in over 1000 HIV-infected adults across five continents: Findings from the ENIGMA-HIV Working Group (2019) (1)
- A Statistical Shape Atlas of the Surgically Reconstructed Aortic Arch in Patients With Hypoplastic Left Heart Syndrome (2014) (1)
- Monitoring the brain's longitudinal changes in clinical trials for Alzheimer's disease: a robust and reliable non-rigid registration framework (2011) (1)
- Statistical Analysis of the Anatomy: From Digital Patient to Digital Population (2010) (1)
- Beyond Riemannian geometry (2019) (1)
- EXPLORING LOCAL GROWTH PATTERNS IN SURGICALLY RECONSTRUCTED AND HEALTHY AORTIC ARCHES (2016) (1)
- Topologically Constrained Template Estimation via Morse-Smale Complexes Controls Its Statistical Consistency (2018) (1)
- Longitudinal Analysis Using Personalised 3D Cardiac Models with Population-Based Priors: Application to Paediatric Cardiomyopathies (2017) (1)
- Contracts and Grants with Industry - Siemens (2006) (0)
- A framework for evaluating the impact of compression on registration algorithms without gold standard (2008) (0)
- New Results - Registration (2003) (0)
- Preface mfca 2017 (2017) (0)
- Proceedings of the Fourth International Workshop on Mathematical Foundations of Computational Anatomy - Geometrical and Statistical Methods for Biological Shape Variability Modeling (MFCA 2013), Nagoya, Japan (2013) (0)
- New Results - Medical Image Analysis (2009) (0)
- Math in the Cabin - Shape Analysis Workshop in Bad Gastein (2014) (0)
- Document Log Chapter Date Comment / User Files Received from Chapter Section Authors Coordinators Reviewers (2004) (0)
- by Incorporating Deformation Statistics (2012) (0)
- New Results - Computational Anatomy (2006) (0)
- A 3D Statistical Fluid Registration Algorithm (2010) (0)
- Other Grants and Activities - Foreign Associated Team: CompuTumor (2009) (0)
- Keynote speach Tudor Ratiu (chaired by Xavier Pennec) (2015) (0)
- Mapping the regional in fl uence of genetics on brain structure variability — ^ A Tensor-^ Based Morphometry study (2009) (0)
- The geometry of Riemannian submersions from compact Lie groups. Application to flag manifolds (2023) (0)
- Software - Yav++ Software (2003) (0)
- Mathematical Methods for Medical Imaging (2013) (0)
- Modeling the longitudinal atrophy in healthy subject at risk for Alzheimer's disease (2012) (0)
- Bias on estimation in quotient space and correction methods (2020) (0)
- S ep 2 01 9 Exploration of Balanced Metrics on Symmetric Positive Definite Matrices (2019) (0)
- Toward a generic framework for recognition based onuncertain geometric featuresXavier (1997) (0)
- Smaller Limbic Structures Are Associated with Immunosuppression and Viral Load in Over 1000 HIV-Infected Adults Across Five Continents: Findings from the ENIGMA-HIV Working Group (2019) (0)
- Contracts and Grants with Industry - Microsoft Research Award (2009) (0)
- Which reorientation framework for the atlas-based comparison of cardiac image sequences ? (2012) (0)
- ORAL SESSION 1 Geometric Statistics on manifolds and Lie groups (Xavier Pennec) (2013) (0)
- Contracts and Grants with Industry - Cooperative Advanced REsearch for Medical Efficiency (Care4Me) (2010) (0)
- Discrete Ladders for Parallel Transport in Transformation Groups with an Affine Connection Structure (2014) (0)
- Looks do matter ! Aortic arch shape following hypoplastic left heart 2 syndrome palliation correlates with cavopulmonary outcomes 3 Running Head : Aortic arch shape analysis in HLHS (2016) (0)
- Voxel based assessments of treatment effects on longitudinal brain changes in the MAPT cohort (2019) (0)
- Other Grants and Activities - Actions nationales (2002) (0)
- Conversion to MCI in healthy individuals with abnormal CSF beta-amyloid 42 levels is associated with specific longitudinal morphological changes of the brain (2013) (0)
- Towards a unified bayesian geometric framework for template estimation in Computational Anatomy (2016) (0)
- Monitoring the Brain’s Longitudinal Changes in Clinical Trials for Alzheimer’s Disease: A Robust and Reliable Nonrigid Registration Framework (2011) (0)
- Modified : January 6 2008 VOLUMETRIC DIFFERENCES IN BRAIN STRUCTURE IN IDENTICAL AND FRATERNAL TWINS COMPUTED USING RIEMANNIAN TENSOR-BASED MORPHOMETRY (2008) (0)
- radio-frequency tumour ablation (2005) (0)
- Barycentric Subspace Analysis on Manifolds Xavier Pennec To cite this version : (2018) (0)
- Towards higher resolution analysis of Clinical Brain Diffusion Images (2012) (0)
- REGIONAL FLUX ANALYSIS OF LONGITUDINAL ATROPHY IN ALZHEIMER'S DISEASE (2014) (0)
- Conversion to MCI in healthy individuals with abnormal CSF Aβ42 levels is associated with specific longitudinal morphological changes of the brain (2013) (0)
- Volumetric Differences in Brain Structure in Identical and Fraternal Twins Computed using Riemannian Tensor-Based (2008) (0)
- Dimension reduction on Riemannian manifolds (chaired by Xavier Pennec, Alain Trouvé) (2015) (0)
- Combined Surface / Volume Fluid Registration-Performance Evaluation using Brain MRIs from 342 Adults (2010) (0)
- Correlating currents-based shape parameters of the right ventricle with clinical variables: Application to tetralogy of Fallot (2009) (0)
- Medical Image Analysis on Grids (2005) (0)
- IMAGE-DRIVEN COMPUTATIONAL MODELS OF THE HEART FOR TETRALOGY OF FALLOT (2010) (0)
- Statistically assisted fluid registration algorithm - SAFIRA (2010) (0)
- Introduction to medical image acquisition & treatment (2013) (0)
- Multifidelity-CMA: a multifidelity approach for efficient personalisation of 3D cardiac electromechanical models (2017) (0)
- Barycentric Subspaces Analysis on Spheres (2015) (0)
- Bures-Wasserstein minimizing geodesics between covariance matrices of different ranks (2022) (0)
- Sparse Multi-Scale Diffeomorphic Registration: The Kernel Bundle Framework (2012) (0)
- Geodesics, Parallel Transport & One-Parameter Subgroups for Diffeomorphic Image Registration (2012) (0)
- Measuring the inter-species variability of endocast growth using shape regression and spatiotemporal registration (2010) (0)
- New Results - Clinical and Biological Validation (2007) (0)
- Electronic device for image registration (1999) (0)
- Enterprise PACS and Wide Area Image Management (2011) (0)
- Contracts and Grants with Industry - Medtronic (2005) (0)
- Medical Image registration (2014) (0)
- Math in the Black Forest: Workshop on New Directions in Shape Analysis (2018) (0)
- Efficient Parallel Transport of Deformations in Time Series of Images: From Schild’s to Pole Ladder (2013) (0)
- Comparing Fluid Registration Conclusions: Mapping Structural Brain Differences in the Blind (2009) (0)
- Disentangling the normal aging from the pathological Alzheimer’s disease progression on structural MR images (2012) (0)
- Spatio-temporal model of atrophy progression in healthy subjects at risk for Alzheimer's disease (2012) (0)
- Contracts and Grants with Industry - Health-e-Child (2010) (0)
- Contracts and Grants with Industry - CNES (2002) (0)
- Proceedings of the fifth international workshop on Mathematical Foundations of Computational Anatomy (MFCA 2015) (2015) (0)
- Other Grants and Activities - Foreign associated team (2005) (0)
- Spectral Log-Demons: Diffeomorphic Image Registration with Very Large Deformations (2013) (0)
- Bilateral Contracts and Grants with Industry - Bilateral Contracts with Industry (2015) (0)
- A geometric framework for asymptotic inference of principal subspaces in PCA (2022) (0)
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What Schools Are Affiliated With Xavier Pennec?
Xavier Pennec is affiliated with the following schools:
