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Structure: Internal structure identifier : 525212
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Consistency of statistics in infinite dimensional quotient spaces

Loïc Devilliers
Other. Université Côte d'Azur, 2017. English. ⟨NNT : 2017AZUR4103⟩
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

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
GSI 2021 - 5th conference on Geometric Science of Information, Jul 2021, Paris, France. pp.103-110, ⟨10.1007/978-3-030-80209-7_12⟩
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.
European Journal of Nuclear Medicine and Molecular Imaging, 2021, 48, pp.1362-1370. ⟨10.1007/s00259-020-05080-7⟩
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
EP-Europace, 2021, 23 (Supplement_1), pp.i55-i62. ⟨10.1093/europace/euaa391⟩
Journal articles hal-03268015v1
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Attention for Image Registration (AiR): an unsupervised Transformer approach

Zihao Wang , Hervé Delingette
Preprints, Working Papers, ... hal-03202230v3

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
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.
Medical Image Analysis, 2019, 58 (101546), ⟨10.1016/⟩
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
Statistics and Computing, In press, ⟨10.1007/s11222-018-9832-4⟩
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.
Cancers, 2019, 11 (2), pp.1-11. ⟨10.3390/cancers11020250⟩
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 of Chemometrics, 2018, pp.e3097. ⟨10.1002/cem.3097⟩
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
Journal articles hal-01875533v3

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.
Applied Sciences, 2022, 12 (13), pp.6438. ⟨10.3390/app12136438⟩
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
IEEE Transactions on Biomedical Engineering, 2018, 65 (12), pp.2769 - 2780. ⟨10.1109/TBME.2018.2816519⟩
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.
Neurobiology of Aging, 2020, 94, pp.50-59. ⟨10.1016/j.neurobiolaging.2019.11.020⟩
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
Medical Image Analysis, In press, 56, pp.80-95. ⟨10.1016/⟩
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
Foundations and Trends in Machine Learning, 2023, 16 (3), pp.329-493. ⟨10.1561/2200000098⟩
Journal articles hal-03766900v2

Principal subbundles for dimension reduction

Morten Akhøj , James Benn , Erlend Grong , Stefan Sommer , Xavier Pennec
Preprints, Working Papers, ... hal-04156036v1