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GPU & CPU implementation of Young - Van Vliet's Recursive Gaussian Smoothing Filter

Irina Vidal-Migallón , Olivier Commowick , Xavier Pennec , Julien Dauguet , Tom Vercauteren
Insight Journal, 2013, pp.16
Journal articles inserm-00855958v1
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Disentangling normal aging from Alzheimer's disease in structural magnetic resonance images

Marco Lorenzi , Xavier Pennec , Giovanni B. Frisoni , Nicholas Ayache
Neurobiology of Aging, 2015, 36, pp.S42-S52. ⟨10.1016/j.neurobiolaging.2014.07.046⟩
Journal articles hal-01061017v1
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Biased estimators on Quotient spaces

Nina Miolane , Xavier Pennec
Geometric Science of Information. Second International Conference, GSI 2015., Oct 2015, Palaiseau, France. pp.130-139, ⟨10.1007/978-3-319-25040-3_15⟩
Conference papers hal-01203805v1
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Atlas-Based Reduced Models of Blood Flows for Fast Patient-Specific Simulations

Kristin Mcleod , Alfonso Caiazzo , Miguel Angel Fernández , Tommaso Mansi , Irene Vignon-Clementel , et al.
STACOM, Sep 2010, Beijin, China. pp.95-104, ⟨10.1007/978-3-642-15835-3_10⟩
Conference papers inria-00517994v1
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Spatiotemporal Atlas Estimation for Developmental Delay Detection in Longitudinal Datasets

Stanley Durrleman , Xavier Pennec , Guido Gerig , Alain Trouvé , Nicholas Ayache
[Research Report] RR-6952, INRIA. 2009, 17 p
Reports inria-00408293v1
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Generalized Correlation Ratio for Rigid Registration of 3D Ultrasound with MR Images

Alexis Roche , Xavier Pennec , Grégoire Malandain , Nicholas Ayache , Sébastien Ourselin
[Research Report] RR-3980, INRIA. 2000, pp.24
Reports inria-00072667v1
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Statistiques exactes et approchées sur les normales aléatoires

Sébastien Granger , Xavier Pennec
RR-4533, INRIA. 2002
Reports inria-00072055v1
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Towards a unified bayesian geometric framework for template estimation in Computational Anatomy

Nina Miolane , Xavier Pennec , Susan Holmes
International Society of Bayesian Analysis: World Meeting, Jun 2016, Cagliari, Italy.
Poster communications hal-01396716v1
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A Log-Euclidean Framework for Statistics on Diffeomorphisms

Vincent Arsigny , Olivier Commowick , Xavier Pennec , Nicholas Ayache
9th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI'06), Part I, 2006, Copenhaguen, Denmark. pp.924--931, ⟨10.1007/11866565_113⟩
Conference papers inria-00615594v1
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Barycentric Subspace Analysis: a new Symmetric Group-wise Paradigm for Cardiac Motion Tracking

Marc-Michel Rohé , Maxime Sermesant , Xavier Pennec
MICCAI 2016 - the 19th International Conference on Medical Image Computing and Computer Assisted Intervention, Oct 2016, Athens, Greece. pp.300-307, ⟨10.1007/978-3-319-46726-9_35⟩
Conference papers hal-01373706v1
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Prediction of Post-Ablation Outcome in Atrial Fibrillation Using Shape Parameterization and Partial Least Squares Regression

Shuman Jia , Claudia Camaioni , Marc-Michel Rohé , Pierre Jaïs , Xavier Pennec , et al.
FIMH 2017 - International Conference on Functional Imaging and Modeling of the Heart, Jun 2017, Toronto, Canada. pp.314 - 321, ⟨10.1007/978-3-319-59448-4_30⟩
Conference papers hal-01574831v1
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Log-Domain Diffeomorphic Registration of Diffusion Tensor Images

Andrew Sweet , Xavier Pennec
WBIR 2010 - International Workshop on Biomedical Image Registration , Jul 2010, Lübeck, Germany. pp.198-209, ⟨10.1007/978-3-642-14366-3_18⟩
Conference papers inria-00616163v1
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Statistical shape modeling of the left ventricle: myocardial infarct classification challenge

Avan A Suinesiaputra , Pierre A Ablin , Xènia A Albà , Martino Alessandrini , Jack A Allen , et al.
IEEE Journal of Biomedical and Health Informatics, 2018, 22 (3), pp.503-515. ⟨10.1109/JBHI.2017.2652449⟩
Journal articles hal-01533805v1
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A Multiscale Cardiac Model for Fast Personalisation and Exploitation

Roch Molléro , Xavier Pennec , Hervé Delingette , Nicholas Ayache , Maxime Sermesant
Medical Image Computing and Computer Assisted Intervention (MICCAI), Oct 2016, Athens, Greece. pp.174-182, ⟨10.1007/978-3-319-46726-9_21⟩
Conference papers hal-01360908v1
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Looking for invariance in Locally Linear Embedding

Elodie Maignant , Xavier Pennec , Alain Trouvé
Curves and Surfaces 2022, Jun 2022, Arcachon, France
Poster communications hal-03909427v1
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Graph Alignment Exploiting the Spatial Organisation Improves the Similarity of Brain Networks

Anna Calissano , Théodore Papadopoulo , Xavier Pennec , Samuel Deslauriers-Gauthier
Preprints, Working Papers, ... hal-03910761v1
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SVF-Net: Learning Deformable Image Registration Using Shape Matching

Marc-Michel Rohé , Manasi Datar , Tobias Heimann , Maxime Sermesant , Xavier Pennec
MICCAI 2017 - the 20th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2017, Québec, Canada. pp.266-274, ⟨10.1007/978-3-319-66182-7_31⟩
Conference papers hal-01557417v1
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Statistics on Lie groups : a need to go beyond the pseudo-Riemannian framework

Nina Miolane , Xavier Pennec
Bayesian inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2014), Sep 2014, Amboise, France. pp.59--66, ⟨10.1063/1.4905963⟩
Conference papers hal-01091515v1

A new approach for dental implant aided surgery.

D. Etienne , A. Stankoff , Xavier Pennec , Sébastien Granger , A. Lacan , et al.
4th Congresson Panamerica de Periodontologia, Aug 2000, Santiago, Chile
Conference papers hal-00875388v1

Device for processing raw images or tensor images

Vincent Arsigny , Xavier Pennec , Pierre Fillard , Nicholas Ayache
United States, Patent n° : US patent US 2008/0170802. 2006
Patents hal-00875690v1
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A Forward Model to Build Unbiased Atlases from Curves and Surfaces

Stanley Durrleman , Xavier Pennec , Alain Trouvé , Nicholas Ayache
2nd MICCAI Workshop on Mathematical Foundations of Computational Anatomy, Oct 2008, New-York, United States. pp.68-79
Conference papers inria-00632875v1
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Left atrial shape is independent predictor of arrhythmia recurrence after catheter ablation for atrial fibrillation: A shape statistics study

Shuman Jia , Hubert Nivet , Josquin Harrison , Xavier Pennec , Claudia Camaioni , et al.
Heart Rhythm O2, 2021, 2 (6), pp.622-632. ⟨10.1016/j.hroo.2021.10.013⟩
Journal articles hal-03650289v1
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Riemannian Locally Linear Embedding with Application to Kendall Shape Spaces

Elodie Maignant , Alain Trouvé , Xavier Pennec
Preprints, Working Papers, ... hal-04122754v1
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Geodesics, Parallel Transport & One-parameter Subgroups for Diffeomorphic Image Registration

Marco Lorenzi , Xavier Pennec
International Journal of Computer Vision, 2013, International Journal of Computer Vision, 105 (2), pp.111-127. ⟨10.1007/s11263-012-0598-4⟩
Journal articles hal-00813835v1

Proceedings of the MICCAI 2012 Workshops, Challenges and Tutorials

Xavier Pennec
Proceedings hal-00813857v1

A Global Criterion for the Computation of Statistical Shape Model Parameters Based on Correspondence Probabilities

Heike Hufnagel , Xavier Pennec , Jan Ehrhardt , Nicholas Ayache , Heinz Handels
Bildverarbeitung für die Medizin 2008, 2008, no address, Germany. pp.277-282, ⟨10.1007/978-3-540-78640-5_56⟩
Conference papers inria-00616114v1

Registration of 4D Time-Series of Cardiac Images with Multichannel Diffeomorphic Demons

Jean-Marc Peyrat , Hervé Delingette , Maxime Sermesant , Xavier Pennec , Chenyang Xu , et al.
Proc. Medical Image Computing and Computer Assisted Intervention (MICCAI'08), 2008, New York, USA, United States. pp.972--979, ⟨10.1007/978-3-540-85990-1_117⟩
Conference papers inria-00616122v1

Lung CT registration combining intensity, curves and surfaces

V. Gorbunova , Stanley Durrleman , Pechin Lo , Xavier Pennec , M. de Bruijne
Proceedings of the Seventh IEEE International Symposium on Biomedical Imaging 2010 (ISBI'10), 2010, Rotterdam, Netherlands. pp.340--343, ⟨10.1109/ISBI.2010.5490341⟩
Conference papers inria-00616166v1

A 3D Statistical Fluid Registration Algorithm

Caroline Brun , Natasha Leporé , Xavier Pennec , Yi-Yu Chou , Greig de Zubicaray , et al.
Workshop on Machine Learning in Medical Imaging (MLMI'2010), 2010, Beijing, China
Conference papers inria-00616169v1

A new registration method based on Log-Euclidean Tensor metrics and its application to genetic studies

Caroline Brun , Natasha Leporé , Xavier Pennec , Yi-Yu Chou , Agatha Lee , et al.
Proc. of the 2008 IEEE Int. Symp. on Biomedical Imaging: From Nano to Macro (ISBI'08), Paris, France, May 14-17, 2008, no address, France. pp.1115-1118, ⟨10.1109/ISBI.2008.4541196⟩
Conference papers inria-00616171v1