Number of documents


Olivier Colliot - Research Director at CNRS - ARAMIS Lab (CNRS/INRIA/Inserm/UPMC)

Research Director at CNRS


Head of the ARAMIS Lab, a joint team between CNRSInriaInserm and University Pierre and Marie Curie at the Brain and Spine Institute (ICM), in co-direction with Didier Dormont.


Alexandre Bône   

Conference papers4 documents

  • Alexandre Bône, Benoît Martin, Maxime Louis, Olivier Colliot, Stanley Durrleman. Hierarchical modeling of Alzheimer's disease progression from a large longitudinal MRI data set. OHBM 2019 - 25th Annual Meeting of the Organization for Human Brain Mapping, Jun 2019, Roma, Italy. ⟨hal-02090275⟩
  • Alexandre Bône, Maxime Louis, Olivier Colliot, Stanley Durrleman. Learning low-dimensional representations of shape data sets with diffeomorphic autoencoders. IPMI 2019 : Information Processing in Medical Imaging, Jun 2019, Hong-Kong, China. ⟨hal-01963736v2⟩
  • Alexandre Bône, Olivier Colliot, Stanley Durrleman. Learning distributions of shape trajectories from longitudinal datasets: a hierarchical model on a manifold of diffeomorphisms. CVPR 2018 - Computer Vision and Pattern Recognition 2018, Jun 2018, Salt Lake City, United States. ⟨hal-01744538v3⟩
  • Alexandre Bône, Maxime Louis, Alexandre Routier, Jorge Samper, Michael Bacci, et al.. Prediction of the progression of subcortical brain structures in Alzheimer's disease from baseline. 6th MICCAI Workshop on Mathematical Foundations of Computational Anatomy, Sep 2017, Quebec City, Canada. ⟨hal-01563587v2⟩

Preprints, Working Papers, ...4 documents

  • Alexandre Bône, Olivier Colliot, Stanley Durrleman. Learning the spatiotemporal variability in longitudinal shape data sets. 2019. ⟨hal-02091549v4⟩
  • Alexandre Bône, Olivier Colliot, Stanley Durrleman. Auto-encoding meshes of any topology with the current-splatting and exponentiation layers. 2019. ⟨hal-02087586v2⟩
  • Manon Ansart, Stéphane Epelbaum, Giulia Bassignana, Alexandre Bône, Simona Bottani, et al.. Predicting the Progression of Mild Cognitive Impairment Using Machine Learning: A Systematic and Quantitative Review. 2019. ⟨hal-02337815⟩
  • Igor Koval, Alexandre Bône, Maxime Louis, Simona Bottani, Arnaud Marcoux, et al.. Simulating Alzheimer's disease progression with personalised digital brain models. 2018. ⟨hal-01964821⟩