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Riemannian Geometric Statistics in Medical Image Analysis

1, 2019

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Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics: First International Workshop, GRAIL 2017, 6th International Workshop, MFCA 2017, and Third International Workshop, MICGen 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10–14, 2017, Proceedings

2017

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Longitudinal Guided Super-Resolution Reconstruction of Neonatal Brain MR Images

Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data, 2015, p.67-76

2015

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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

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Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data: Third International Workshop, STIA 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 18, 2014, Revised Selected Papers

2015, 2015

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Intrinsic Statistics on Riemannian Manifolds: Basic Tools for Geometric Measurements

Journal of mathematical imaging and vision, 2006-07, Vol.25 (1), p.127-154

Pennec, Xavier

2006

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LCC-Demons: A robust and accurate symmetric diffeomorphic registration algorithm

NeuroImage (Orlando, Fla.), 2013-11, Vol.81 (1), p.470-483

2013

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Diffeomorphic demons: Efficient non-parametric image registration

NeuroImage (Orlando, Fla.), 2009-03, Vol.45 (1), p.S61-S72

2009

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Toward a Comprehensive Framework for the Spatiotemporal Statistical Analysis of Longitudinal Shape Data

International journal of computer vision, 2013-05, Vol.103 (1), p.22-59

2013

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Geodesics, Parallel Transport & One-Parameter Subgroups for Diffeomorphic Image Registration

International journal of computer vision, 2013-11, Vol.105 (2), p.111-127

2013

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A Riemannian Framework for Tensor Computing

International journal of computer vision, 2006-01, Vol.66 (1), p.41-66

2006

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Efficient Parallel Transport of Deformations in Time Series of Images: From Schild’s to Pole Ladder

Journal of mathematical imaging and vision, 2014-10, Vol.50 (1-2), p.5-17

2014

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Geometric Means in a Novel Vector Space Structure on Symmetric Positive‐Definite Matrices

SIAM journal on matrix analysis and applications, 2007-01, Vol.29 (1), p.328-347

2007

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Statistical Computing on Manifolds: From Riemannian Geometry to Computational Anatomy

Emerging Trends in Visual Computing, 2009, Vol.5416, p.347-386

2009

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Regional flux analysis for discovering and quantifying anatomical changes: An application to the brain morphometry in Alzheimer's disease

NeuroImage (Orlando, Fla.), 2015-07, Vol.115, p.224-234

2015

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Spectral Log-Demons: Diffeomorphic Image Registration with Very Large Deformations

International journal of computer vision, 2014-05, Vol.107 (3), p.254-271

2014

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Assessment of coronary artery stents by 16 slice computed tomography

Heart (British Cardiac Society), 2006-01, Vol.92 (1), p.58-61

2006

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An augmented reality system for liver thermal ablation: Design and evaluation on clinical cases

Medical image analysis, 2009-06, Vol.13 (3), p.494-506

2009

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A Computational Framework for the Statistical Analysis of Cardiac Diffusion Tensors: Application to a Small Database of Canine Hearts

IEEE transactions on medical imaging, 2007-11, Vol.26 (11), p.1500-1514

2007

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Symmetric Log-Domain Diffeomorphic Registration: A Demons-Based Approach

Medical Image Computing and Computer-Assisted Intervention, 2008, Vol.5241 (Pt 1), p.754-761

2008

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Geometric Variability of the Scoliotic Spine Using Statistics on Articulated Shape Models

IEEE transactions on medical imaging, 2008-04, Vol.27 (4), p.557-568

2008

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A Log-Euclidean Framework for Statistics on Diffeomorphisms

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2006, 2006, Vol.9 (Pt 1), p.924-931

2006

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Comparison of the endocranial ontogenies between chimpanzees and bonobos via temporal regression and spatiotemporal registration

Journal of human evolution, 2012, Vol.62 (1), p.74-88

2012

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A Statistical Model for Quantification and Prediction of Cardiac Remodelling: Application to Tetralogy of Fallot

IEEE transactions on medical imaging, 2011-09, Vol.30 (9), p.1605-1616

2011

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Barycentric Subspaces and Affine Spans in Manifolds

Geometric Science of Information, 2015, p.12-21

2015

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Riemannian Geometric Statistics in Medical Image Analysis

Longitudinal Guided Super-Resolution Reconstruction of Neonatal Brain MR Images

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

Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data: Third International Workshop, STIA 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 18, 2014, Revised Selected Papers

Intrinsic Statistics on Riemannian Manifolds: Basic Tools for Geometric Measurements

LCC-Demons: A robust and accurate symmetric diffeomorphic registration algorithm

Diffeomorphic demons: Efficient non-parametric image registration

Toward a Comprehensive Framework for the Spatiotemporal Statistical Analysis of Longitudinal Shape Data

Geodesics, Parallel Transport & One-Parameter Subgroups for Diffeomorphic Image Registration

A Riemannian Framework for Tensor Computing

Efficient Parallel Transport of Deformations in Time Series of Images: From Schild’s to Pole Ladder

Geometric Means in a Novel Vector Space Structure on Symmetric Positive‐Definite Matrices

Statistical Computing on Manifolds: From Riemannian Geometry to Computational Anatomy

Regional flux analysis for discovering and quantifying anatomical changes: An application to the brain morphometry in Alzheimer's disease

Spectral Log-Demons: Diffeomorphic Image Registration with Very Large Deformations

Assessment of coronary artery stents by 16 slice computed tomography

An augmented reality system for liver thermal ablation: Design and evaluation on clinical cases

A Computational Framework for the Statistical Analysis of Cardiac Diffusion Tensors: Application to a Small Database of Canine Hearts

Symmetric Log-Domain Diffeomorphic Registration: A Demons-Based Approach

Geometric Variability of the Scoliotic Spine Using Statistics on Articulated Shape Models

A Log-Euclidean Framework for Statistics on Diffeomorphisms

Comparison of the endocranial ontogenies between chimpanzees and bonobos via temporal regression and spatiotemporal registration

A Statistical Model for Quantification and Prediction of Cardiac Remodelling: Application to Tetralogy of Fallot

Barycentric Subspaces and Affine Spans in Manifolds

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