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Clustering of longitudinal shape data sets using mixture of separate or branching trajectories
Vianney Debavelaere
,
Alexandre Bône
,
Stanley Durrleman
,
Stéphanie Allassonnière
Medical Image Computing and Computer Assisted Intervention -- MICCAI, Oct 2019, Shenzhen, China. pp.66-74
Communication dans un congrès
hal-02103355v1
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Learning low-dimensional representations of shape data sets with diffeomorphic autoencoders
Alexandre Bône
,
Maxime Louis
,
Olivier Colliot
,
Stanley Durrleman
IPMI 2019 : Information Processing in Medical Imaging, Jun 2019, Hong-Kong, China
Communication dans un congrès
hal-01963736v2
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Going beyond voxel-wise deconvolution in perfusion MRI: learning and leveraging spatio-temporal regularities with the stU-Net
Julien Veron Vialard
,
Marc-Michel Rohé
,
Philippe Robert
,
François Nicolas
,
Alexandre Bône
2021
Pré-publication, Document de travail
hal-03128610v1
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Deformetrica 4: an open-source software for statistical shape analysis
Alexandre Bône
,
Maxime Louis
,
Benoît Martin
,
Stanley Durrleman
ShapeMI @ MICCAI 2018 - Workshop on Shape in Medical Imaging, Sep 2018, Granada, Spain
Communication dans un congrès
hal-01874752v3
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Parallel transport in shape analysis : a scalable numerical scheme
Maxime Louis
,
Alexandre Bône
,
Benjamin Charlier
,
Stanley Durrleman
Geometric Science of Information, Nov 2017, Paris, France
Communication dans un congrès
hal-01565478v1
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Hierarchical modeling of Alzheimer's disease progression from a large longitudinal MRI data set
Alexandre Bône
,
Benoît Martin
,
Maxime Louis
,
Olivier Colliot
,
Stanley Durrleman
OHBM 2019 - 25th Annual Meeting of the Organization for Human Brain Mapping, Jun 2019, Roma, Italy
Communication dans un congrès
hal-02090275v1
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Predicting the Progression of Mild Cognitive Impairment Using Machine Learning: A Systematic, Quantitative and Critical Review
Manon Ansart
,
Stéphane Epelbaum
,
Giulia Bassignana
,
Alexandre Bône
,
Simona Bottani
,
et al.
Article dans une revue
hal-02337815v2
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Contrast-enhanced brain MRI synthesis with deep learning: key input modalities and asymptotic performance
Alexandre Bône
,
Samy Ammari
,
Jean-Philippe Lamarque
,
Mickael Elhaik
,
Émilie Chouzenoux
,
et al.
ISBI 2021 - International Symposium on Biomedical Imaging, Apr 2021, Nice / Virtual, France
Communication dans un congrès
hal-03128023v1
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A lightweight method to simulate low-dose DSC-perfusion sequences
Alexandre Bône
,
Julien Veron Vialard
,
Philippe Robert
,
François Nicolas
,
Marc-Michel Rohé
International Symposium on Biomedical Imaging, Apr 2021, Nice, France
Poster de conférence
hal-03128441v1
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Non-Redundant Combination of Hand-Crafted and Deep Learning Radiomics: Application to the Early Detection of Pancreatic Cancer
Rebeca Vétil
,
Clément Abi Nader
,
Alexandre Bône
,
Marie-Pierre Vullierme
,
Marc-Michel Rohé
,
et al.
2023
Pré-publication, Document de travail
hal-04185854v1
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Going beyond voxel-wise deconvolution in perfusion MRI with stU-Net
Julien Veron Vialard
,
Marc-Michel Rohé
,
Philippe Robert
,
François Nicolas
,
Alexandre Bône
International Symposium on Biomedical Imaging, Apr 2021, Nice, France
Poster de conférence
hal-03128424v1
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Learning joint shape and appearance representations with metamorphic auto-encoders
Alexandre Bône
,
Paul Vernhet
,
Olivier Colliot
,
Stanley Durrleman
MICCAI 2020 - 23rd International Conference on Image Computing and Computer Assisted Interventions, Oct 2020, Lima / Virtual, Peru
Communication dans un congrès
hal-03136537v1
|
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AD Course Map charts Alzheimer’s disease progression
Igor Koval
,
Alexandre Bône
,
Maxime Louis
,
Thomas Lartigue
,
Simona Bottani
,
et al.
Article dans une revue
hal-01964821v3
|
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Learning shape distributions from large databases of healthy organs: applications to zero-shot and few-shot abnormal pancreas detection
Rebeca Vétil
,
Clément Abi Nader
,
Alexandre Bône
,
Marie-Pierre Vullierme
,
Marc-Michel Rohé
,
et al.
Communication dans un congrès
hal-03800705v1
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Prediction of the progression of subcortical brain structures in Alzheimer's disease from baseline
Alexandre Bône
,
Maxime Louis
,
Alexandre Routier
,
Jorge Samper
,
Michael Bacci
,
et al.
6th MICCAI Workshop on Mathematical Foundations of Computational Anatomy, Sep 2017, Quebec City, Canada
Communication dans un congrès
hal-01563587v2
|
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Hierarchical modeling of Alzheimer's disease progression from a large longitudinal MRI data set
Alexandre Bône
,
Benoît Martin
,
Maxime Louis
,
Olivier Colliot
,
Stanley Durrleman
VPH 2020 - Virtual Physiological Human 2020, Aug 2020, Paris / Virtual, France
Communication dans un congrès
hal-02979176v1
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Learning the spatiotemporal variability in longitudinal shape data sets
Alexandre Bône
,
Olivier Colliot
,
Stanley Durrleman
Article dans une revue
hal-02091549v5
|
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Learning distributions of shape trajectories from longitudinal datasets: a hierarchical model on a manifold of diffeomorphisms
Alexandre Bône
,
Olivier Colliot
,
Stanley Durrleman
CVPR 2018 - Computer Vision and Pattern Recognition 2018, Jun 2018, Salt Lake City, United States
Communication dans un congrès
hal-01744538v3
|
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Auto-encoding meshes of any topology with the current-splatting and exponentiation layers
Alexandre Bône
,
Olivier Colliot
,
Stanley Durrleman
Geometry Meets Deep Learning @ ICCV 2019, Oct 2019, Séoul, South Korea
Communication dans un congrès
hal-02087586v2
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