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2020 – today
- 2024
[i15]Sophia Sanborn, Johan Mathe, Mathilde Papillon, Domas Buracas, Hansen Lillemark, Christian Shewmake, Abby Bertics, Xavier Pennec, Nina Miolane:
Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures. CoRR abs/2407.09468 (2024)- 2023
- [j71]Nicolas Guigui, Nina Miolane, Xavier Pennec:
Introduction to Riemannian Geometry and Geometric Statistics: From Basic Theory to Implementation with Geomstats. Found. Trends Mach. Learn. 16(3): 329-493 (2023) - [j70]Yann Thanwerdas
, Xavier Pennec:
Bures-Wasserstein Minimizing Geodesics between Covariance Matrices of Different Ranks. SIAM J. Matrix Anal. Appl. 44(3): 1447-1476 (2023) - [c141]Elodie Maignant, Alain Trouvé, Xavier Pennec:
Riemannian Locally Linear Embedding with Application to Kendall Shape Spaces. GSI (1) 2023: 12-20 - [c140]Anna Calissano, Elodie Maignant, Xavier Pennec:
Towards Quotient Barycentric Subspaces. GSI (1) 2023: 366-374 - [c139]Tom Szwagier, Xavier Pennec:
Rethinking the Riemannian Logarithm on Flag Manifolds as an Orthogonal Alignment Problem. GSI (1) 2023: 375-383 - [c138]Yann Thanwerdas, Xavier Pennec:
Characterization of Invariant Inner Products. GSI (1) 2023: 384-391 - [c137]Morten Akhøj, Xavier Pennec, Stefan Sommer:
Tangent Phylogenetic PCA. SCIA (2) 2023: 77-90 - [i14]Morten Akhøj, James Benn, Erlend Grong, Stefan Sommer, Xavier Pennec:
Principal subbundles for dimension reduction. CoRR abs/2307.03128 (2023) - 2022
- [j69]Nicolas Guigui, Xavier Pennec:
Numerical Accuracy of Ladder Schemes for Parallel Transport on Manifolds. Found. Comput. Math. 22(3): 757-790 (2022) - [j68]Yann Thanwerdas, Xavier Pennec:
Theoretically and Computationally Convenient Geometries on Full-Rank Correlation Matrices. SIAM J. Matrix Anal. Appl. 43(4): 1851-1872 (2022) - 2021
- [c136]Florent Jousse, Xavier Pennec, Hervé Delingette, Matilde Gonzalez:
Geodesic squared exponential kernel for non-rigid shape registration. FG 2021: 1-8 - [c135]Yann Thanwerdas, Xavier Pennec:
Geodesics and Curvature of the Quotient-Affine Metrics on Full-Rank Correlation Matrices. GSI 2021: 93-102 - [c134]Nicolas Guigui, Elodie Maignant, Alain Trouvé, Xavier Pennec:
Parallel Transport on Kendall Shape Spaces. GSI 2021: 103-110 - [c133]Nicolas Guigui, Xavier Pennec:
A Reduced Parallel Transport Equation on Lie Groups with a Left-Invariant Metric. GSI 2021: 119-126 - [c132]Nicolas Guigui, Pamela Moceri, Maxime Sermesant, Xavier Pennec:
Cardiac Motion Modeling With Parallel Transport And Shape Splines. ISBI 2021: 1394-1397 - [i13]Nicolas Guigui, Pamela Moceri, Maxime Sermesant, Xavier Pennec:
Cardiac Motion Modeling with Parallel Transport and Shape Splines. CoRR abs/2102.08665 (2021) - [i12]Florent Jousse, Xavier Pennec, Hervé Delingette, Matilde Gonzalez:
Geodesic squared exponential kernel for non-rigid shape registration. CoRR abs/2112.11853 (2021) - 2020
- [c131]Nina Miolane, Nicolas Guigui, Hadi Zaatiti, Christian Shewmake, Hatem Hajri, Daniel Brooks, Alice Le Brigant, Johan Mathe, Benjamin Hou, Yann Thanwerdas, Stefan Heyder, Olivier Peltre, Niklas Koep, Yann Cabanes, Thomas Gerald, Paul Chauchat, Bernhard Kainz, Claire Donnat, Susan P. Holmes, Xavier Pennec:
Introduction to Geometric Learning in Python with Geomstats. SciPy 2020: 48-57 - [i11]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 P. Holmes, Xavier Pennec:
Geomstats: A Python Package for Riemannian Geometry in Machine Learning. CoRR abs/2004.04667 (2020) - [i10]Nicolas Guigui, Xavier Pennec:
Numerical Accuracy of Ladder Schemes for Parallel Transport on Manifolds. CoRR abs/2007.07585 (2020)
2010 – 2019
- 2019
- [j67]Raphaël Sivera, Hervé Delingette, Marco Lorenzi, Xavier Pennec, Nicholas Ayache:
A model of brain morphological changes related to aging and Alzheimer's disease from cross-sectional assessments. NeuroImage 198: 255-270 (2019) - [c130]Yann Thanwerdas, Xavier Pennec:
Exploration of Balanced Metrics on Symmetric Positive Definite Matrices. GSI 2019: 484-493 - [c129]Yann Thanwerdas, Xavier Pennec:
Is Affine-Invariance Well Defined on SPD Matrices? A Principled Continuum of Metrics. GSI 2019: 502-510 - [c128]Nicolas Guigui, Shuman Jia, Maxime Sermesant, Xavier Pennec:
Symmetric Algorithmic Components for Shape Analysis with Diffeomorphisms. GSI 2019: 759-768 - [e3]Dajiang Zhu, Jingwen Yan, Heng Huang, Li Shen, Paul M. Thompson, Carl-Fredrik Westin, Xavier Pennec, Sarang C. Joshi, Mads Nielsen, Tom Fletcher, Stanley Durrleman, Stefan Sommer:
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. Lecture Notes in Computer Science 11846, Springer 2019, ISBN 978-3-030-33225-9 [contents] - [i9]Raphaël Sivera, Hervé Delingette, Marco Lorenzi, Xavier Pennec, Nicholas Ayache:
A model of brain morphological changes related to aging and Alzheimer's disease from cross-sectional assessments. CoRR abs/1905.09826 (2019) - [i8]Nicolas Guigui, Shuman Jia, Maxime Sermesant, Xavier Pennec:
Symmetric Algorithmic Components for Shape Analysis with Diffeomorphisms. CoRR abs/1906.05921 (2019) - 2018
- [j66]Marc-Michel Rohé, Maxime Sermesant, Xavier Pennec:
Low-dimensional representation of cardiac motion using Barycentric Subspaces: A new group-wise paradigm for estimation, analysis, and reconstruction. Medical Image Anal. 45: 1-12 (2018) - [j65]Nina Miolane, Susan P. Holmes, Xavier Pennec:
Topologically Constrained Template Estimation via Morse-Smale Complexes Controls Its Statistical Consistency. SIAM J. Appl. Algebra Geom. 2(2): 348-375 (2018) - [j64]Kristin McLeod, Kristin Tøndel, Lilian Calvet, Maxime Sermesant, Xavier Pennec:
Cardiac Motion Evolution Model for Analysis of Functional Changes Using Tensor Decomposition and Cross-Sectional Data. IEEE Trans. Biomed. Eng. 65(12): 2769-2780 (2018) - [j63]Avan Suinesiaputra, Pierre Ablin, Xènia Albà, Martino Alessandrini, Jack Allen, Wenjia Bai, Serkan Çimen, Peter Claes, Brett R. Cowan, Jan D'hooge, Nicolas Duchateau, Jan Ehrhardt, Alejandro F. Frangi, Ali Gooya, Vicente Grau, Karim Lekadir, Allen Lu, Anirban Mukhopadhyay, Ilkay Öksüz, Nripesh Parajuli, Xavier Pennec, Marco Pereañez, Catarina Pinto, Paolo Piras, Marc-Michel Rohé, Daniel Rueckert, Dennis Säring, Maxime Sermesant, Kaleem Siddiqi, Mahdi Tabassian, Luciano Teresi, Sotirios A. Tsaftaris, Matthias Wilms, Alistair A. Young, Xingyu Zhang, Pau Medrano-Gracia:
Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge. IEEE J. Biomed. Health Informatics 22(2): 503-515 (2018) - [j62]Olivier Bernard, Alain Lalande, Clément Zotti, Frederic Cervenansky, Xin Yang, Pheng-Ann Heng, Irem Cetin, Karim Lekadir, Oscar Camara, Miguel Ángel González Ballester, Gerard Sanroma, Sandy Napel, Steffen E. Petersen, Georgios Tziritas, Elias Grinias, Mahendra Khened, Alex Varghese, Ganapathy Krishnamurthi, Marc-Michel Rohé, Xavier Pennec, Maxime Sermesant, Fabian Isensee, Paul Jäger, Klaus H. Maier-Hein, Peter M. Full, Ivo Wolf, Sandy Engelhardt, Christian F. Baumgartner, Lisa M. Koch, Jelmer M. Wolterink, Ivana Isgum, Yeonggul Jang, Yoonmi Hong, Jay Patravali, Shubham Jain, Olivier Humbert, Pierre-Marc Jodoin:
Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? IEEE Trans. Medical Imaging 37(11): 2514-2525 (2018) - [c127]Shuman Jia, Nicolas Duchateau, Pamela Moceri, Maxime Sermesant, Xavier Pennec:
Parallel Transport of Surface Deformations from Pole Ladder to Symmetrical Extension. ShapeMI@MICCAI 2018: 116-124 - [c126]Shuman Jia, Antoine Despinasse, Zihao Wang, Hervé Delingette, Xavier Pennec, Pierre Jaïs, Hubert Cochet, Maxime Sermesant:
Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss. STACOM@MICCAI 2018: 221-229 - [i7]Nina Miolane, Johan Mathe, Claire Donnat, Mikael Jorda, Xavier Pennec:
geomstats: a Python Package for Riemannian Geometry in Machine Learning. CoRR abs/1805.08308 (2018) - [i6]Xavier Pennec:
Parallel Transport with Pole Ladder: a Third Order Scheme in Affine Connection Spaces which is Exact in Affine Symmetric Spaces. CoRR abs/1805.11436 (2018) - [i5]Shuman Jia, Antoine Despinasse, Zihao Wang, Hervé Delingette, Xavier Pennec, Pierre Jaïs, Hubert Cochet, Maxime Sermesant:
Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss. CoRR abs/1812.02518 (2018) - 2017
- [j61]Naiara Rodriguez-Florez, Jan L. Bruse, Alessandro Borghi, Herman Vercruysse, Juling Ong, Greg James, Xavier Pennec, David J. Dunaway, N. U. Owase Jeelani, Silvia Schievano:
Statistical shape modelling to aid surgical planning: associations between surgical parameters and head shapes following spring-assisted cranioplasty. Int. J. Comput. Assist. Radiol. Surg. 12(10): 1739-1749 (2017) - [j60]Loïc Devilliers, Stéphanie Allassonnière, Alain Trouvé, Xavier Pennec:
Inconsistency of Template Estimation by Minimizing of the Variance/Pre-Variance in the Quotient Space. Entropy 19(6): 288 (2017) - [j59]Nina Miolane, Susan P. Holmes, Xavier Pennec:
Template Shape Estimation: Correcting an Asymptotic Bias. SIAM J. Imaging Sci. 10(2): 808-844 (2017) - [j58]Loïc Devilliers, Stéphanie Allassonnière, Alain Trouvé, Xavier Pennec:
Template Estimation in Computational Anatomy: Fréchet Means Top and Quotient Spaces Are Not Consistent. SIAM J. Imaging Sci. 10(3): 1139-1169 (2017) - [j57]Jan L. Bruse, Maria A. Zuluaga, Abbas Khushnood, Kristin McLeod, Hopewell N. Ntsinjana, Tain-Yen Hsia, Maxime Sermesant, Xavier Pennec, Andrew Mayall Taylor, Silvia Schievano:
Detecting Clinically Meaningful Shape Clusters in Medical Image Data: Metrics Analysis for Hierarchical Clustering Applied to Healthy and Pathological Aortic Arches. IEEE Trans. Biomed. Eng. 64(10): 2373-2383 (2017) - [c125]Kristin McLeod, Maxime Sermesant, Xavier Pennec:
Improving Understanding of Long-Term Cardiac Functional Remodelling via Cross-Sectional Analysis of Polyaffine Motion Parameters. FIMH 2017: 51-59 - [c124]Shuman Jia, Claudia Camaioni, Marc-Michel Rohé, Pierre Jaïs, Xavier Pennec, Hubert Cochet, Maxime Sermesant:
Prediction of Post-Ablation Outcome in Atrial Fibrillation Using Shape Parameterization and Partial Least Squares Regression. FIMH 2017: 311-321 - [c123]Roch Molléro, Jakob A. Hauser, Xavier Pennec, Manasi Datar, Hervé Delingette, Alexander Jones, Nicholas Ayache, Tobias Heimann, Maxime Sermesant:
Longitudinal Parameter Estimation in 3D Electromechanical Models: Application to Cardiovascular Changes in Digestion. FIMH 2017: 432-440 - [c122]Xavier Pennec:
Sample-Limited L_p Barycentric Subspace Analysis on Constant Curvature Spaces. GSI 2017: 20-28 - [c121]Loïc Devilliers, Xavier Pennec, Stéphanie Allassonnière:
Inconsistency of Template Estimation with the Fréchet Mean in Quotient Space. IPMI 2017: 16-27 - [c120]Marc-Michel Rohé, Maxime Sermesant, Xavier Pennec:
Automatic Multi-Atlas Segmentation of Myocardium with SVF-Net. STACOM@MICCAI 2017: 170-177 - [c119]Marc-Michel Rohé, Manasi Datar, Tobias Heimann, Maxime Sermesant, Xavier Pennec:
SVF-Net: Learning Deformable Image Registration Using Shape Matching. MICCAI (1) 2017: 266-274 - [c118]Roch Molléro, Hervé Delingette, Manasi Datar, Tobias Heimann, Jakob A. Hauser, Dilveer Panesar, Alexander Jones, Andrew Mayall Taylor, Marcus Kelm, Titus Kühne, Marcello Chinali, Gabriele Rinelli, Nicholas Ayache, Xavier Pennec, Maxime Sermesant:
Longitudinal Analysis Using Personalised 3D Cardiac Models with Population-Based Priors: Application to Paediatric Cardiomyopathies. MICCAI (2) 2017: 350-358 - [e2]M. Jorge Cardoso, Tal Arbel, Enzo Ferrante, Xavier Pennec, Adrian V. Dalca, Sarah Parisot, Sarang C. Joshi, Nematollah Kayhan Batmanghelich, Aristeidis Sotiras, Mads Nielsen, Mert R. Sabuncu, Tom Fletcher, Li Shen, Stanley Durrleman, Stefan Sommer:
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. Lecture Notes in Computer Science 10551, Springer 2017, ISBN 978-3-319-67674-6 [contents] - 2016
- [j56]Jan L. Bruse, Kristin McLeod, Giovanni Biglino, Hopewell N. Ntsinjana, Claudio Capelli, Tain-Yen Hsia, Maxime Sermesant, Xavier Pennec, Andrew Mayall Taylor, Silvia Schievano:
A statistical shape modelling framework to extract 3D shape biomarkers from medical imaging data: assessing arch morphology of repaired coarctation of the aorta. BMC Medical Imaging 16: 40 (2016) - [j55]Bishesh Khanal, Marco Lorenzi, Nicholas Ayache, Xavier Pennec:
A biophysical model of brain deformation to simulate and analyze longitudinal MRIs of patients with Alzheimer's disease. NeuroImage 134: 35-52 (2016) - [c117]Marc-Michel Rohé, Roch Molléro, Maxime Sermesant, Xavier Pennec:
Highly reduced model of the cardiac function for fast simulation. IVMSP 2016: 1-5 - [c116]Roch Molléro, Xavier Pennec, Hervé Delingette, Nicholas Ayache, Maxime Sermesant:
A Multiscale Cardiac Model for Fast Personalisation and Exploitation. MICCAI (3) 2016: 174-182 - [c115]Marc-Michel Rohé, Maxime Sermesant, Xavier Pennec:
Barycentric Subspace Analysis: A New Symmetric Group-Wise Paradigm for Cardiac Motion Tracking. MICCAI (3) 2016: 300-307 - [i4]Nina Miolane, Susan P. Holmes, Xavier Pennec:
Template shape estimation: correcting an asymptotic bias. CoRR abs/1610.01502 (2016) - 2015
- [j54]Nina Miolane, Xavier Pennec:
Computing Bi-Invariant Pseudo-Metrics on Lie Groups for Consistent Statistics. Entropy 17(4): 1850-1881 (2015) - [j53]Marco Lorenzi, Nicholas Ayache, Xavier Pennec:
Regional flux analysis for discovering and quantifying anatomical changes: An application to the brain morphometry in Alzheimer's disease. NeuroImage 115: 224-234 (2015) - [j52]David M. Cash, Chris Frost, Leonardo O. Iheme, Devrim Ünay, Melek Kandemir, Jurgen Fripp, Olivier Salvado, Pierrick Bourgeat, Martin Reuter, Bruce Fischl, Marco Lorenzi, Giovanni B. Frisoni, Xavier Pennec, Ronald K. Pierson, Jeffrey L. Gunter, Matthew L. Senjem, Clifford R. Jack Jr., Nicolas Guizard, Vladimir S. Fonov, D. Louis Collins, Marc Modat, M. Jorge Cardoso, Kelvin K. Leung, Hongzhi Wang, Sandhitsu R. Das, Paul A. Yushkevich, Ian B. Malone, Nick C. Fox, Jonathan M. Schott, Sébastien Ourselin:
Assessing atrophy measurement techniques in dementia: Results from the MIRIAD atrophy challenge. NeuroImage 123: 149-164 (2015) - [j51]Kristin McLeod, Maxime Sermesant, Philipp Beerbaum, Xavier Pennec:
Spatio-Temporal Tensor Decomposition of a Polyaffine Motion Model for a Better Analysis of Pathological Left Ventricular Dynamics. IEEE Trans. Medical Imaging 34(7): 1562-1575 (2015) - [c114]Roch Molléro, Dominik Neumann, Marc-Michel Rohé, Manasi Datar, Hervé Lombaert, Nicholas Ayache, Dorin Comaniciu, Olivier Ecabert, Marcello Chinali, Gabriele Rinelli, Xavier Pennec, Maxime Sermesant, Tommaso Mansi:
Propagation of Myocardial Fibre Architecture Uncertainty on Electromechanical Model Parameter Estimation: A Case Study. FIMH 2015: 448-456 - [c113]Xavier Pennec:
Barycentric Subspaces and Affine Spans in Manifolds. GSI 2015: 12-21 - [c112]Nina Miolane, Xavier Pennec:
Biased Estimators on Quotient Spaces. GSI 2015: 130-139 - [c111]Jan L. Bruse, Kristin McLeod, Giovanni Biglino, Hopewell N. Ntsinjana, Claudio Capelli, Tain-Yen Hsia, Maxime Sermesant, Xavier Pennec, Andrew Mayall Taylor, Silvia Schievano:
A Non-parametric Statistical Shape Model for Assessment of the Surgically Repaired Aortic Arch in Coarctation of the Aorta: How Normal is Abnormal? STACOM@MICCAI 2015: 21-29 - [c110]Nina Miolane, Xavier Pennec:
A Survey of Mathematical Structures for Extending 2D Neurogeometry to 3D Image Processing. MCV@MICCAI 2015: 155-167 - [c109]Marc-Michel Rohé, Nicolas Duchateau, Maxime Sermesant, Xavier Pennec:
Combination of Polyaffine Transformations and Supervised Learning for the Automatic Diagnosis of LV Infarct. STACOM@MICCAI 2015: 190-198 - [c108]Kristin McLeod, Maxime Sermesant, Philipp Beerbaum, Xavier Pennec:
Descriptive and Intuitive Population-Based Cardiac Motion Analysis via Sparsity Constrained Tensor Decomposition. MICCAI (3) 2015: 419-426 - [e1]Stanley Durrleman, Tom Fletcher, Guido Gerig, Marc Niethammer, Xavier Pennec:
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. Lecture Notes in Computer Science 8682, Springer 2015, ISBN 978-3-319-14904-2 [contents] - 2014
- [j50]Herve Lombaert, Leo J. Grady, Xavier Pennec, Nicholas Ayache, Farida Cheriet:
Spectral Log-Demons: Diffeomorphic Image Registration with Very Large Deformations. Int. J. Comput. Vis. 107(3): 254-271 (2014) - [j49]Marco Lorenzi, Xavier Pennec:
Efficient Parallel Transport of Deformations in Time Series of Images: From Schild's to Pole Ladder. J. Math. Imaging Vis. 50(1-2): 5-17 (2014) - [j48]Romain Guibert, Kristin McLeod, Alfonso Caiazzo, Tommaso Mansi, Miguel A. Fernández, Maxime Sermesant, Xavier Pennec, Irene E. Vignon-Clementel, Younes Boudjemline, Jean-Frédéric Gerbeau:
Group-wise construction of reduced models for understanding and characterization of pulmonary blood flows from medical images. Medical Image Anal. 18(1): 63-82 (2014) - [j47]Romain Guibert, Kristin McLeod, Alfonso Caiazzo, Tommaso Mansi, Miguel A. Fernández, Maxime Sermesant, Xavier Pennec, Irene E. Vignon-Clementel, Younes Boudjemline, Jean-Frédéric Gerbeau:
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]. Medical Image Anal. 18(2): 433 (2014) - [c107]Bishesh Khanal, Marco Lorenzi, Nicholas Ayache, Xavier Pennec:
A Biophysical Model of Shape Changes due to Atrophy in the Brain with Alzheimer's Disease. MICCAI (2) 2014: 41-48 - 2013
- [j46]Stanley Durrleman, Xavier Pennec, Alain Trouvé, José Braga, Guido Gerig, Nicholas Ayache:
Toward a Comprehensive Framework for the Spatiotemporal Statistical Analysis of Longitudinal Shape Data. Int. J. Comput. Vis. 103(1): 22-59 (2013) - [j45]Xavier Pennec, Sarang C. Joshi, Mads Nielsen:
Mathematical Methods for Medical Imaging. Int. J. Comput. Vis. 105(2): 109-110 (2013) - [j44]Marco Lorenzi, Xavier Pennec:
Geodesics, Parallel Transport & One-Parameter Subgroups for Diffeomorphic Image Registration. Int. J. Comput. Vis. 105(2): 111-127 (2013) - [j43]Stefan Sommer, François Lauze, Mads Nielsen, Xavier Pennec:
Sparse Multi-Scale Diffeomorphic Registration: The Kernel Bundle Framework. J. Math. Imaging Vis. 46(3): 292-308 (2013) - [j42]Catalina Tobon-Gomez, Mathieu De Craene, Kristin McLeod, Lennart Tautz, Wenzhe Shi, Anja Hennemuth, Adityo Prakosa, H. Wang, Gerry Carr-White, Stam Kapetanakis, Anja Lutz, Volker Rasche, Tobias Schaeffter, Constantine Butakoff, Ola Friman, Tommaso Mansi, Maxime Sermesant, Xiahai Zhuang, Sébastien Ourselin, Heinz-Otto Peitgen, Xavier Pennec, Reza Razavi, Daniel Rueckert, Alejandro F. Frangi, Kawal S. Rhode:
Benchmarking framework for myocardial tracking and deformation algorithms: An open access database. Medical Image Anal. 17(6): 632-648 (2013) - [j41]Marco Lorenzi, Nicholas Ayache, Giovanni B. Frisoni, Xavier Pennec:
LCC-Demons: A robust and accurate symmetric diffeomorphic registration algorithm. NeuroImage 81: 470-483 (2013) - [j40]Stefan Sommer, Mads Nielsen, Sune Darkner, Xavier Pennec:
Higher-Order Momentum Distributions and Locally Affine LDDMM Registration. SIAM J. Imaging Sci. 6(1): 341-367 (2013) - [c106]Kristin McLeod, Christof Seiler, Nicolas Toussaint, Maxime Sermesant, Xavier Pennec:
Regional Analysis of Left Ventricle Function Using a Cardiac-Specific Polyaffine Motion Model. FIMH 2013: 483-490 - [c105]Xavier Pennec:
Bi-invariant Means on Lie Groups with Cartan-Schouten Connections. GSI 2013: 59-67 - [c104]Marco Lorenzi, Xavier Pennec:
Parallel Transport with Pole Ladder: Application to Deformations of Time Series of Images. GSI 2013: 68-75 - [c103]Christof Seiler, Xavier Pennec, Susan P. Holmes:
Random Spatial Structure of Geometric Deformations and Bayesian Nonparametrics. GSI 2013: 120-127 - [c102]Birkan Tunç, Alex R. Smith, Demian Wassermann, Xavier Pennec, William M. Wells III, Ragini Verma, Kilian M. Pohl:
Multinomial Probabilistic Fiber Representation for Connectivity Driven Clustering. IPMI 2013: 730-741 - [c101]Marco Lorenzi, Bjoern H. Menze, Marc Niethammer, Nicholas Ayache, Xavier Pennec:
Sparse Scale-Space Decomposition of Volume Changes in Deformations Fields. MICCAI (2) 2013: 328-335 - [c100]Vikash Gupta, Nicholas Ayache, Xavier Pennec:
Improving DTI Resolution from a Single Clinical Acquisition: A Statistical Approach Using Spatial Prior. MICCAI (3) 2013: 477-484 - [c99]Kristin McLeod, Christof Seiler, Maxime Sermesant, Xavier Pennec:
Spatio-temporal Dimension Reduction of Cardiac Motion for Group-Wise Analysis and Statistical Testing. MICCAI (2) 2013: 501-508 - 2012
- [j39]Christof Seiler, Xavier Pennec, Mauricio Reyes:
Capturing the multiscale anatomical shape variability with polyaffine transformation trees. Medical Image Anal. 16(7): 1371-1384 (2012) - [c98]Herve Lombaert, Leo J. Grady, Xavier Pennec, Nicholas Ayache, Farida Cheriet:
Spectral Demons - Image Registration via Global Spectral Correspondence. ECCV (2) 2012: 30-44 - [c97]Herve Lombaert, Leo J. Grady, Xavier Pennec, Jean-Marc Peyrat, Nicholas Ayache, Farida Cheriet:
Groupwise Spectral Log-Demons Framework for Atlas Construction. MCV 2012: 11-19 - [c96]Nicolas Duchateau, Mathieu De Craene, Xavier Pennec, Beatriz Merino, Marta Sitges, Bart H. Bijnens:
Which Reorientation Framework for the Atlas-Based Comparison of Motion from Cardiac Image Sequences? STIA 2012: 25-37 - [c95]Christof Seiler, Xavier Pennec, Mauricio Reyes:
Simultaneous Multiscale Polyaffine Registration by Incorporating Deformation Statistics. MICCAI (2) 2012: 130-137 - [c94]Adityo Prakosa, Kristin McLeod, Maxime Sermesant, Xavier Pennec:
Evaluation of iLogDemons Algorithm for Cardiac Motion Tracking in Synthetic Ultrasound Sequence. STACOM 2012: 178-187 - [c93]Kristin McLeod, Christof Seiler, Maxime Sermesant, Xavier Pennec:
A Near-Incompressible Poly-affine Motion Model for Cardiac Function Analysis. STACOM 2012: 288-297 - [c92]Marco Lorenzi, Nicholas Ayache, Xavier Pennec:
Regional Flux Analysis of Longitudinal Atrophy in Alzheimer's Disease. MICCAI (1) 2012: 739-746 - [c91]Stefan Sommer, Mads Nielsen, Xavier Pennec:
Sparsity and scale: Compact representations of deformation for diffeomorphic registration. MMBIA 2012: 217-224 - 2011
- [j38]Tommaso Mansi, Xavier Pennec, Maxime Sermesant, Hervé Delingette, Nicholas Ayache:
iLogDemons: A Demons-Based Registration Algorithm for Tracking Incompressible Elastic Biological Tissues. Int. J. Comput. Vis. 92(1): 92-111 (2011) - [j37]Stanley Durrleman, Pierre Fillard, Xavier Pennec, Alain Trouvé, Nicholas Ayache:
Registration, atlas estimation and variability analysis of white matter fiber bundles modeled as currents. NeuroImage 55(3): 1073-1090 (2011) - [j36]Caroline C. Brun, Natasha Leporé, Xavier Pennec, Yi-Yu Chou, Agatha D. Lee, Greig I. de Zubicaray, Katie McMahon, Margaret J. Wright, James C. Gee, Paul M. Thompson:
A Nonconservative Lagrangian Framework for Statistical Fluid Registration - SAFIRA. IEEE Trans. Medical Imaging 30(2): 184-202 (2011) - [j35]Tommaso Mansi, Ingmar Voigt, Benedetta Leonardi, Xavier Pennec, Stanley Durrleman, Maxime Sermesant, Herve Delingette, Andrew Mayall Taylor, Younes Boudjemline, Giacomo Pongiglione, Nicholas Ayache:
A Statistical Model for Quantification and Prediction of Cardiac Remodelling: Application to Tetralogy of Fallot. IEEE Trans. Medical Imaging 30(9): 1605-1616 (2011) - [c90]Marco Lorenzi, Nicholas Ayache, Xavier Pennec:
Schild's Ladder for the Parallel Transport of Deformations in Time Series of Images. IPMI 2011: 463-474 - [c89]Stefan Sommer, Mads Nielsen, François Lauze, Xavier Pennec:
A Multi-scale Kernel Bundle for LDDMM: Towards Sparse Deformation Description across Space and Scales. IPMI 2011: 624-635 - [c88]Viviana Siless, Pamela Guevara, Xavier Pennec, Pierre Fillard:
Joint T1 and Brain Fiber Diffeomorphic Registration Using the Demons. MBIA 2011: 10-18 - [c87]