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Xavier Pennec


Cardiac Motion Modeling with Parallel Transport and Shape Splines

Feb 17, 2021
Nicolas Guigui, Pamela Moceri, Maxime Sermesant, Xavier Pennec

* International Symposium on Biological Imaging, Apr 2021, Nice, France 

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Geomstats: A Python Package for Riemannian Geometry in Machine Learning

Apr 07, 2020
Nina Miolane, Alice Le Brigant, Johan Mathe, Benjamin Hou, Nicolas Guigui, Yann Thanwerdas, Stefan Heyder, Olivier Peltre, Niklas Koep, Hadi Zaatiti, Hatem Hajri, Yann Cabanes, Thomas Gerald, Paul Chauchat, Christian Shewmake, Bernhard Kainz, Claire Donnat, Susan Holmes, Xavier Pennec

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A model of brain morphological changes related to aging and Alzheimer's disease from cross-sectional assessments

May 23, 2019
Raphaël Sivera, Hervé Delingette, Marco Lorenzi, Xavier Pennec, Nicholas Ayache

* NeuroImage, Elsevier, In press 

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Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss

Dec 06, 2018
Shuman Jia, Antoine Despinasse, Zihao Wang, Hervé Delingette, Xavier Pennec, Pierre Jaïs, Hubert Cochet, Maxime Sermesant

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geomstats: a Python Package for Riemannian Geometry in Machine Learning

Nov 06, 2018
Nina Miolane, Johan Mathe, Claire Donnat, Mikael Jorda, Xavier Pennec

* Preprint NIPS2018 

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Template shape estimation: correcting an asymptotic bias

Feb 02, 2017
Nina Miolane, Susan Holmes, Xavier Pennec

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Higher-Order Momentum Distributions and Locally Affine LDDMM Registration

Nov 29, 2012
Stefan Sommer, Mads Nielsen, Sune Darkner, Xavier Pennec

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