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Descriptive and Intuitive Population-Based Cardiac Motion Analysis via Sparsity Constrained Tensor Decomposition

Kristin Mcleod , Maxime Sermesant , Philipp Beerbaum , Xavier Pennec
Medical Image Computing and Computer Assisted Intervention (MICCAI 2015), Oct 2015, Munich, Germany. pp.419-426, ⟨10.1007/978-3-319-24574-4_50⟩
Communication dans un congrès hal-01205535v1
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Principal Deformations Modes of Articulated Models for the Analysis of 3D Spine Deformities

Jonathan Boisvert , Farida Cheriet , Xavier Pennec , Hubert Labelle , Nicholas Ayache
Electronic Letters on Computer Vision and Image Analysis, 2008, 7 (4), pp.13--31. ⟨10.5565/rev/elcvia.165⟩
Article dans une revue inria-00616067v1

Mapping longitudinal changes in the brain affected by Alzheimer's disease

Marco Lorenzi , G. Frisoni , Nicholas Ayache , Xavier Pennec
VPH European Conference, Sep 2010, Brussels, Belgium
Communication dans un congrès hal-00813774v1

Vision augmentée de structures anatomiques abdominales recalées par stéréoscopie

Stéphane Nicolau , Xavier Pennec , Luc Soler , Nicholas Ayache
Actes du quatrième colloque francophone. Méthodes et Techniques Optiques pour l'Industrie, 2003, Belfort, France. pp.413--418
Communication dans un congrès inria-00615934v1

Tumor Growth Modeling in Oncological Image Analysis

Ender Konukoglu , Xavier Pennec , Olivier Clatz , Nicholas Ayache
Bankman, I. Handbook of Medical Image Processing and Analysis - New edition, Academic Press, pp.297--307, 2008, 13: 978-0-12-373904-9. ⟨10.1016/B978-012373904-9.50027-1⟩
Chapitre d'ouvrage inria-00616081v1

Differentiating pathological brain atrophy from normal aging: a promising diagnostic tool for Alzheimer's disease

Marco Lorenzi , Nicholas Ayache , Xavier Pennec , Giovanni B. Frisoni
2nd Virtual Physiological Human European Conference (VPH2012), Sep 2012, London, United Kingdom
Communication dans un congrès hal-00813842v1
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Simulating Longitudinal Brain MRIs with known Volume Changes and Realistic Variations in Image Intensity

Bishesh Khanal , Nicholas Ayache , Xavier Pennec
Frontiers in Neuroscience, 2017, 11 (Article 132), pp.18. ⟨10.3389/fnins.2017.00132⟩
Article dans une revue hal-01348959v3

Traitements d'images médicales pour la planification, la simulation et l'aide intra-opératoire des actes chirurgicaux

Luc Soler , Nicholas Ayache , Stéphane Nicolau , Xavier Pennec , Clément Forest , et al.
Faupel, M. and Smigielski, P. and Grzymala, R. Imagerie et Photonique pour les sciences du vivant et la médecine, Edition Fontis Media, pp.19-31, 2004, 2-88476-005-9
Chapitre d'ouvrage inria-00615657v1

Spatio-temporal model of atrophy progression in healthy subjects at risk for Alzheimer's disease

Marco Lorenzi , Xavier Pennec , Nicholas Ayache , Giovanni B. Frisoni
Alzheimer's Association International Conference 2012, Jul 2012, Vancouver, Canada. pp.P340-P341, ⟨10.1016/j.jalz.2012.05.938⟩
Communication dans un congrès hal-00876518v1

Disentangling the normal aging from the pathological Alzheimer's disease progression on structural MR images

Marco Lorenzi , Nicholas Ayache , Xavier Pennec , Giovanni B. Frisoni
5th Clinical Trials in Alzheimer's Disease (CTAD'12), Oct 2012, Monte Carlo, Monaco
Communication dans un congrès hal-00813844v1
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Longitudinal Analysis using Personalised 3D Cardiac Models with Population-Based Priors: Application to Paediatric Cardiomyopathies

Roch Molléro , Hervé Delingette , Manasi Datar , Tobias Heimann , Jakob Hauser , et al.
Medical Image Computing and Computer Assisted Intervention (MICCAI), Sep 2017, Québec City, Canada. pp.350-358, ⟨10.1007/978-3-319-66185-8_40⟩
Communication dans un congrès hal-01569735v1
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Statistical Computing on Manifolds for Computational Anatomy

Xavier Pennec
Computer Science [cs]. Université Nice Sophia Antipolis, 2006
HDR tel-00633163v1
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Geodesics, Parallel Transport & One-parameter Subgroups for Diffeomorphic Image Registration

Marco Lorenzi , Xavier Pennec
Proceedings of the Third International Workshop on Mathematical Foundations of Computational Anatomy - Geometrical and Statistical Methods for Modelling Biological Shape Variability, Sep 2011, Toronto, Canada. pp.64-74
Communication dans un congrès inria-00623919v2
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Low-Dimensional Representation of Cardiac Motion Using Barycentric Subspaces: a New Group-Wise Paradigm for Estimation, Analysis, and Reconstruction

Marc-Michel Rohé , Maxime Sermesant , Xavier Pennec
Medical Image Analysis, 2018, 45, pp.1-12. ⟨10.1016/j.media.2017.12.008⟩
Article dans une revue hal-01677685v1
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Longitudinal Parameter Estimation in 3D Electromechanical Models: Application to Cardiovascular Changes in Digestion

Roch Molléro , Jakob Hauser , Xavier Pennec , Manasi Datar , Hervé Delingette , et al.
FIMH 2017 - 9th international conference on Functional Imaging and Modeling of the Heart, Jun 2017, Toronto, Canada. pp.432-440, ⟨10.1007/978-3-319-59448-4_41⟩
Communication dans un congrès hal-01522598v1
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Towards Quotient Barycentric Subspaces

Anna Calissano , Elodie Maignant , Xavier Pennec
GSI 2023: Geometric Science of Information, Aug 2023, Saint-Malo (France), France. pp.366-374, ⟨10.1007/978-3-031-38271-0_36⟩
Communication dans un congrès hal-04162647v1
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Numerical Accuracy of Ladder Schemes for Parallel Transport on Manifolds

Nicolas Guigui , Xavier Pennec
Foundations of Computational Mathematics, 2022, 22, pp.757-790. ⟨10.1007/s10208-021-09515-x⟩
Article dans une revue hal-02894783v3

Geometry of Sample Spaces

Philipp Harms , Peter W. Michor , Xavier Pennec , Stefan Sommer
Differential Geometry and its Applications, 2023, 90, pp.102029. ⟨10.1016/j.difgeo.2023.102029⟩
Article dans une revue hal-02972385v1

The Healthgrid White Paper.

Vincent Breton , Kevin Dean , Tony Solomonides , Ignacio Blanquer , V. Hernandez , et al.
Studies in Health Technology and Informatics, 2005, 112, pp.249-321
Article dans une revue hal-03010736v1

Rigid registration of 3-D ultrasound with MR images: a new approach combining intensity and gradient information.

Alexis Roche , Xavier Pennec , Grégoire Malandain , Nicholas Ayache
IEEE Transactions on Medical Imaging, 2001, 20 (10), pp.1038-49. ⟨10.1109/42.959301⟩
Article dans une revue cea-00333699v1
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Improving DTI Resolution from a Single Clinical Acquisition: A Statistical Approach using Spatial Prior

Vikash Gupta , Nicholas Ayache , Xavier Pennec
Proceedings of Medical Image Computing and Computer Assisted Intervention 2013 (MICCAI), Sep 2013, Nagoya, Japan. pp.477-484, ⟨10.1007/978-3-642-40760-4_60⟩
Communication dans un congrès hal-00845927v1
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Multifidelity-CMA: a multifidelity approach for efficient personalisation of 3D cardiac electromechanical models

Roch Molléro , Xavier Pennec , Hervé Delingette , Alan Garny , Nicholas Ayache , et al.
Biomechanics and Modeling in Mechanobiology, 2017, pp.1-16. ⟨10.1007/s10237-017-0960-0⟩
Article dans une revue hal-01656008v1
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Proceedings of the Third International Workshop on Mathematical Foundations of Computational Anatomy (MFCA'11)- Geometrical and Statistical Methods for Modelling Biological Shape Variability

Xavier Pennec , Sarang Joshi , Mads Nielsen
Pennec, Xavier and Joshi, Sarang and Nielsen, Mads. HAL, pp.200, 2011
Ouvrages hal-00813806v1
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DTI Registration with Exact Finite-Strain Differential

B.T. Thomas Yeo , Tom Vercauteren , Pierre Fillard , Xavier Pennec , Polina Golland , et al.
IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI'08), May 2008, Paris, France. pp.700-703, ⟨10.1109/ISBI.2008.4541092⟩
Communication dans un congrès inria-00272326v1
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Geometry-Aware Multiscale Image Registration Via OBBTree-Based Polyaffine Log-Demons

Christof Seiler , Xavier Pennec , Mauricio Reyes Aguirre
MICCAI 2011 - Medical Image Computing and Computer Assisted Intervention, 2011, Toronto, Canada. pp.631-638, ⟨10.1007/978-3-642-23629-7_77⟩
Communication dans un congrès inria-00616215v1
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Capturing the Multiscale Anatomical Shape Variability with Polyaffine Transformation Trees

Christof Seiler , Xavier Pennec , Mauricio Reyes
Medical Image Analysis, 2012, 16 (7), pp.1371-1384. ⟨10.1016/j.media.2012.05.011⟩
Article dans une revue hal-00813866v1
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Group-wise Construction of Reduced Models for Understanding and Characterization of Pulmonary Blood Flows from Medical Images

Romain Guibert , Kristin Mcleod , Alfonso Caiazzo , Tommaso Mansi , Miguel Angel Fernández , et al.
Medical Image Analysis, 2014, 18 (1), pp.63-82. ⟨10.1016/j.media.2013.09.003⟩
Article dans une revue hal-00874545v1

Chapitre 3. La Mine

Marie-Christine Bailly-Maître , Chapon Philippe , Etienne Deloule , Jean-Paul Deroin , Marion Garçon , et al.
Bailly-Maître, Marie-Christine. L'entreprise minière de Brandes XIe-XIVe siècles Huez, Oisans (Isère) : extraction et transformation de minerais argentifères, 47, ALPARA; MOM Éditions, pp.67-140, 2019, Documents d'Archéologie en Rhône-Alpes et en Auvergne, 978-2-916125-13-8. ⟨10.4000/books.alpara.4822⟩
Chapitre d'ouvrage hal-03046107v1

Generation of a Statistical Shape Model with Probabilistic Point Correspondences and EM-ICP

Heike Hufnagel , Xavier Pennec , Jan Ehrhardt , Nicholas Ayache , Heinz Handels
International Journal of Computer Assisted Radiology and Surgery, 2008, 2 (5), pp.265--273. ⟨10.1007/s11548-007-0138-9⟩
Article dans une revue istex inria-00616073v1
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Graph Matching improves the Similarity of Structural Brain Networks

Anna Calissano , Théodore Papadopoulo , Xavier Pennec , Samuel Deslauriers-Gauthier
OHBM 2023 - Organization for Human Brain Mapping, Jul 2023, Montreal (Canada), Canada
Poster de conférence hal-04390489v1