Consistency of statistics in infinite dimensional quotient spaces
Loïc Devilliers
Theses
tel-01683607v2
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Automatic multiplanar CT reformatting from trans-axial into left ventricle short-axis view
Marta Nuñez-Garcia
,
Nicolas Cedilnik
,
Shuman Jia
,
Maxime Sermesant
,
Hubert Cochet
STACOM 2020 - 11th International Workshop on Statistical Atlases and Computational Models of the Heart , Oct 2020, Lima, Peru. p.108--116
Conference papers
hal-02961500v1
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Nouvelle enquête sur l'intelligence artificielle
Nicholas Ayache
,
Alain Damasio
,
Yuval Noah Harari
,
Cathy O'Neil
,
Nicolas Revel
Flammarion, 2020, Champs Actuel, 9782081510883
Books
hal-03111667v1
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Parallel Transport on Kendall Shape Spaces
Nicolas Guigui
,
Elodie Maignant
,
Alain Trouvé
,
Xavier Pennec
Conference papers
hal-03160677v1
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Fully automatic segmentation of diffuse large B cell lymphoma lesions on 3D FDG-PET/CT for total metabolic tumour volume prediction using a convolutional neural network
Paul Blanc-Durand
,
Simon Jégou
,
Salim Kanoun
,
Alina Berriolo-Riedinger
,
Caroline M Bodet-Milin
,
et al.
Journal articles
inserm-03006852v1
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Style Data Augmentation for Robust Segmentation of Multi-Modality Cardiac MRI
Buntheng Ly
,
Hubert Cochet
,
Maxime Sermesant
STACOM 2019 - 10th Workhop on Statistical Atlases and Computational Modelling of the Heart , Oct 2019, Shenzhen, China
Conference papers
hal-02401643v3
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Investigation of the impact of normalization on the study of interactions between myocardial shape and deformation
Maxime Di Folco
,
Nicolas Guigui
,
Patrick Clarysse
,
Pamela Moceri
,
Nicolas Duchateau
FIMH 2021 - 11th International Conference on Functional Imaging and Modeling of the Heart , Jun 2021, Stanford, United States. pp.223-231,
⟨10.1007/978-3-030-78710-3_22⟩
Conference papers
hal-03203378v1
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Deep Learning Formulation of ECGI Integrating Image & Signal Information with Data-driven Regularisation
Tania Bacoyannis
,
Buntheng Ly
,
Nicolas Cedilnik
,
Hubert Cochet
,
Maxime Sermesant
Journal articles
hal-03268015v1
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Attention for Image Registration (AiR): an unsupervised Transformer approach
Zihao Wang
,
Hervé Delingette
2021
Preprints, Working Papers, ...
hal-03202230v3
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The Digital Health Revolution - Introduction to the Special Theme
Nicholas Ayache
,
Sara Colantonio
ERCIM News , 2019, 118, pp.4-5
Journal articles
hal-02404520v1
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Parallel Transport with Pole Ladder: a Third Order Scheme in Affine Connection Spaces which is Exact in Affine Symmetric Spaces
Xavier Pennec
2018
Preprints, Working Papers, ...
hal-01799888v1
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Predicting PET-derived Demyelination from Multimodal MRI using Sketcher-Refiner Adversarial Training for Multiple Sclerosis
Wen Wei
,
Emilie Poirion
,
Benedetta Bodini
,
Stanley Durrleman
,
Nicholas Ayache
,
et al.
Journal articles
hal-02276634v1
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Validation d'une méthode d'harmonisation des mesures SUV et des variables radiomiques pour les études TEP multicentriques rétrospectives
Fanny Orlhac
,
Olivier Humbert
,
Sarah Boughdad
,
Maud Lasserre
,
Michael Soussan
,
et al.
2018 - 4èmes Journées Francophones de Médecine Nucléaire , May 2018, Lille, France. pp.170
Conference papers
hal-01736147v1
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The dynamic stochastic topic block model for dynamic networks with textual edges
Marco Corneli
,
Charles Bouveyron
,
Pierre Latouche
,
Fabrice Rossi
Journal articles
hal-01621757v1
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The OncoAge Consortium: Linking Aging and Oncology from Bench to Bedside and Back Again
Paul Hofman
,
Nicholas Ayache
,
Pascal Barbry
,
Michel Barlaud
,
Audrey Bel
,
et al.
Journal articles
hal-02045442v1
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Class-specific Variable Selection in High-Dimensional Discriminant Analysis through Bayesian Sparsity
F Orlhac
,
P.-A Mattei
,
C. Bouveyron
,
N Ayache
Journal articles
hal-01811514v1
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Fast Personalized Electrophysiological Models from CT Images for Ventricular Tachycardia Ablation Planning
Nicolas Cedilnik
,
Josselin Duchateau
,
Rémi Dubois
,
Frédéric Sacher
,
Pierre Jaïs
,
et al.
EP-Europace , 2018, 20
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hal-01875533v3
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Meshless Electrophysiological Modeling of Cardiac Resynchronization Therapy—Benchmark Analysis with Finite-Element Methods in Experimental Data
Carlos Albors
,
Èric Lluch
,
Juan Francisco Gomez
,
Nicolas Cedilnik
,
Konstantinos Mountris
,
et al.
Journal articles
hal-03863600v1
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Symmetric Algorithmic Components for Shape Analysis with Diffeomorphisms
Nicolas Guigui
,
Shuman Jia
,
Maxime Sermesant
,
Xavier Pennec
GSI 2019 - 4th conference on Geometric Science of Information , F. Nielsen and F. Barbaresco, Aug 2019, Toulouse, France. pp.759--768,
⟨10.1007/978-3-030-26980-7_79⟩
Conference papers
hal-02148832v1
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Cardiac Motion Evolution Model for Analysis of Functional Changes Using Tensor Decomposition and Cross-Sectional Data
Kristin Mcleod
,
Kristin Tøndel
,
Lilian Calvet
,
M Sermesant
,
Xavier Pennec
Journal articles
hal-01736454v1
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Identifying a reliable radiomic signature from scarce data: illustration for 18F-FDOPA PET images in glioblastoma patients
Fanny Orlhac
,
Anne-Capucine Rollet
,
Irène Buvat
,
Jacques Darcourt
,
Véronique Bourg
,
et al.
EANM Annual Meeting - Annual Meeting of the European Association of Nuclear Medicine , Oct 2020, Virtual Meeting, Austria
Conference papers
inserm-02952445v1
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Voxel-based assessments of treatment effects on longitudinal brain changes in the Multidomain Alzheimer Preventive Trial cohort
Raphaël Sivera
,
Nicolas Capet
,
Valeria Manera
,
Roxane Fabre
,
Marco Lorenzi
,
et al.
Journal articles
hal-02166357v2
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Towards Hyper-Reduction of Cardiac Models using Poly-Affine Deformation
Gaëtan Desrues
,
Hervé Delingette
,
Maxime Sermesant
STACOM 2019: Statistical Atlases and Computational Models of the Heart , Oct 2019, Shenzhen, China
Conference papers
hal-02429678v1
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Prevalence of lack of interest and anhedonia in the general population of the UK Biobank
Valeria Manera
,
Luigi Antelmi
,
Radia Zeghari
,
Nicholas Ayache
,
Marco Lorenzi
,
et al.
AAIC 2019 - Alzheimer’s Association International Conference , Jul 2019, Los Angeles, United States
Poster communications
hal-02174565v1
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Population-based priors in cardiac model personalisation for consistent parameter estimation in heterogeneous databases
Roch Molléro
,
Xavier Pennec
,
Hervé Delingette
,
Nicholas Ayache
,
Maxime Sermesant
International Journal for Numerical Methods in Biomedical Engineering , 2019, 35 (2), pp.e3158.
⟨10.1002/cnm.3158⟩
Journal articles
hal-01922719v1
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Explainable cardiac pathology classification on cine MRI with motion characterization by semi-supervised learning of apparent flow
Qiao Zheng
,
Hervé Delingette
,
Nicholas Ayache
Journal articles
hal-01975880v2
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Deep learning for robust segmentation and explainable analysis of 3d and dynamic cardiac images
Qiao Zheng
Artificial Intelligence [cs.AI]. COMUE Université Côte d'Azur (2015 - 2019), 2019. English.
⟨NNT : 2019AZUR4013⟩
Theses
tel-02083415v2
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Estimation of the Spatial Resolution of a 2D Strain Estimator Using Synthetic Cardiac Images
Bidisha Chakraborty
,
Sophie Giffard-Roisin
,
Martino Alessandrini
,
Brecht Heyde
,
M Sermesant
,
et al.
IUS 2018 - IEEE International Ultrasonics Symposium , Oct 2018, Kobe, Japan. pp.1-9
Conference papers
hal-02024010v1
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Introduction to Riemannian Geometry and Geometric Statistics: from basic theory to implementation with Geomstats
Nicolas Guigui
,
Nina Miolane
,
Xavier Pennec
Journal articles
hal-03766900v2
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Principal subbundles for dimension reduction
Morten Akhøj
,
James Benn
,
Erlend Grong
,
Stefan Sommer
,
Xavier Pennec
2023
Preprints, Working Papers, ...
hal-04156036v1
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