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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.



Journal articles8 documents

  • Thomas Jacquemont, Fabrizio de Vico Fallani, Anne Bertrand, Stéphane Epelbaum, Alexandre Routier, et al.. Amyloidosis and neurodegeneration result in distinct structural connectivity patterns in mild cognitive impairment. Neurobiology of Aging, Elsevier, 2017, ⟨10.1016/j.neurobiolaging.2017.03.023⟩. ⟨hal-01518785⟩
  • Kuldeep Kumar, Christian Desrosiers, Kaleem Siddiqi, Olivier Colliot, Matthew Toews. Fiberprint: A subject fingerprint based on sparse code pooling for white matter fiber analysis. NeuroImage, Elsevier, 2017, 158, pp.242 - 259. ⟨10.1016/j.neuroimage.2017.06.083⟩. ⟨hal-01562449⟩
  • Pietro Gori, Olivier Colliot, Linda Marrakchi-Kacem, Yulia Worbe, Cyril Poupon, et al.. A Bayesian Framework for Joint Morphometry of Surface and Curve meshes in Multi-Object Complexes. Medical Image Analysis, Elsevier, 2017, 35, pp.458-474. ⟨10.1016/⟩. ⟨hal-01359423⟩
  • J. Guillon, Y. Attal, O. Colliot, V. La Corte, B. Dubois, et al.. Loss of brain inter-frequency hubs in Alzheimer's disease.. Scientific Reports, Nature Publishing Group, 2017, 7 (1), pp.10879. ⟨10.1038/s41598-017-07846-w⟩. ⟨hal-01578419⟩
  • Romain Colle, Tomoyuki Segawa, Marie Chupin, Minh Ngoc Thien Kim Tran Dong, Patrick Hardy, et al.. Early life adversity is associated with a smaller hippocampus in male but not female depressed in-patients: a case–control study. BMC Psychiatry, BioMed Central, 2017, 17 (1), pp.71. ⟨10.1186/s12888-017-1233-2⟩. ⟨hal-01474139⟩
  • Enrica Cavedo, Michel J Grothe, Olivier Colliot, Simone Lista, Marie Chupin, et al.. Reduced basal forebrain atrophy progression in a randomized Donepezil trial in prodromal Alzheimer's disease. Scientific Reports, Nature Publishing Group, 2017, 7 (1), pp.11706. ⟨10.1038/s41598-017-09780-3⟩. ⟨hal-01589622⟩
  • Claire Cury, Joan Glaunès, Marie Chupin, Olivier Colliot. Analysis of anatomical variability using diffeomorphic iterative centroid in patients with Alzheimer's disease. Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, Taylor & Francis, 2017, 5 (5), pp.350 - 358. ⟨10.1080/21681163.2015.1035403⟩. ⟨hal-01135304⟩
  • Jean-Baptiste Schiratti, Stéphanie Allassonniere, Olivier Colliot, Stanley Durrleman. A Bayesian mixed-effects model to learn trajectories of changes from repeated manifold-valued observations. Journal of Machine Learning Research, Microtome Publishing, 2017, 18, pp.1-33. ⟨hal-01540367v3⟩

Conference papers13 documents

  • Pascal Lu, Olivier Colliot. Multilevel Modeling with Structured Penalties for Classification from Imaging Genetics data. 3rd MICCAI Workshop on Imaging Genetics (MICGen 2017), Sep 2017, Québec City, Canada. pp.230-240. ⟨hal-01578441⟩
  • Manon Ansart, Stéphane Epelbaum, Geoffroy Gagliardi, Olivier Colliot, Didier Dormont, et al.. Prediction of amyloidosis from neuropsychological and MRI data for cost effective inclusion of pre-symptomatic subjects in clinical trials. Multimodal Learning for Clinical Decision Support, Sep 2017, Quebec City, Canada. ⟨hal-01578422⟩
  • Kuldeep Kumar, Laurent Chauvin, Mathew Toews, Olivier Colliot, Christian Desrosiers. Multi-modal analysis of genetically-related subjects using SIFT descriptors in brain MRI. Workshop on Computational Diffusion MRI, CDMRI 2017, MICCAI Workshop, Sep 2017, Quebec, Canada. ⟨hal-01589647⟩
  • Manon Ansart, Stéphane Epelbaum, Olivier Colliot, Didier Dormont, Bruno Dubois, et al.. Selection of amyloid positive pre-symptomatic subjects using automatic analysis of neuropsychological and MRI data for cost effective inclusion procedures in clinical trials. Clinical Trials for Alzheimer's Disease, Nov 2017, Boston, United States. pp.295. ⟨hal-02098434v2⟩
  • 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⟩
  • Alexandre Morin, Jorge Samper-Gonzales, Anne Bertrand, Enrica Cavedo, Simone Lista, et al.. Accuracy of MRI classification algorithms in a tertiary memory center clinical routine cohort. AAIC 2017 - Alzheimer's Association International Conference, Jul 2017, London, United Kingdom. pp.P772-P774, ⟨10.1016/j.jalz.2017.06.1034⟩. ⟨hal-02192444⟩
  • Ninon Burgos, Jorge Samper-González, Anne Bertrand, Marie-Odile Habert, Sébastien Ourselin, et al.. Individual Analysis of Molecular Brain Imaging Data Through Automatic Identification of Abnormality Patterns. Computational Methods for Molecular Imaging - [MICCAI 2017 Satellite Workshop], Sep 2017, Quebec City, Canada. ⟨hal-01567343⟩
  • Ninon Burgos, Jorge Samper-González, M. Jorge Cardoso, Stanley Durrleman, Sébastien Ourselin, et al.. Early Diagnosis of Alzheimer’s Disease Using Subject-Specific Models of FDG-PET Data. AAIC 2017 - Alzheimer's Association International Conference, Jul 2017, London, United Kingdom. pp.1-2, ⟨10.1016/j.jalz.2017.06.1618⟩. ⟨hal-01621383⟩
  • Ninon Burgos, Jorge Samper-González, Anne Bertrand, Marie-Odile Habert, Sébastien Ourselin, et al.. Diagnosis of Alzheimer’s Disease Through Identification of Abnormality Patterns in FDG PET Data. 30th Annual Congress of the European Association of Nuclear Medicine (EANM), Oct 2017, Vienna, Austria. pp.253 - 254, ⟨10.1007/s00259-017-3822-1⟩. ⟨hal-01632509⟩
  • Sébastian Ströer, Ludovic Fillon, Stéphane Epelbaum, Marc Teichmann, Agnès Michon, et al.. Étude quantitative des anomalies de signal flair de la substance blanche dans les pathologies neurodégénératives. SFNR 2017 - 44ème Congrès de la Société Française de Neuroradiologie, Mar 2017, Paris, France. pp.1, ⟨10.1016/j.neurad.2017.01.011⟩. ⟨hal-01562645⟩
  • Jorge Samper-Gonzalez, Ninon Burgos, Sabrina Fontanella, Hugo Bertin, Marie-Odile Habert, et al.. Yet Another ADNI Machine Learning Paper? Paving The Way Towards Fully-reproducible Research on Classification of Alzheimer's Disease. Machine Learning in Medical Imaging 2017, Sep 2017, Quebec City, Canada. pp.8. ⟨hal-01578479⟩
  • Kuldeep Kumar, Pietro Gori, Benjamin Charlier, Stanley Durrleman, Olivier Colliot, et al.. White Matter Fiber Segmentation Using Functional Varifolds. MFCA 2017 - 6th MICCAI workshop on Mathematical Foundations of Computational Anatomy, Sep 2017, Québec, Canada. pp.92-100. ⟨hal-01589649⟩
  • Igor Koval, Jean-Baptiste Schiratti, Alexandre Routier, Michael Bacci, Olivier Colliot, et al.. Statistical learning of spatiotemporal patterns from longitudinal manifold-valued networks. Medical Image Computing and Computer Assisted Intervention, Sep 2017, Quebec City, Canada. ⟨hal-01540828⟩