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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.

 


Algorithms, models and methods for images and signals of the human brain    

Journal articles19 documents

  • 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⟩
  • Jérémy Guillon, Yohan Attal, Valentina La Corte, Olivier Colliot, Bruno 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⟩
  • 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⟩
  • 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⟩
  • Romain Colle, Irène Dupong, Olivier Colliot, Eric Deflesselle, Patrick Hardy, et al.. Smaller hippocampal volumes predict lower antidepressant response/remission rates in depressed patients: A meta-analysis. World Journal of Biological Psychiatry, Taylor & Francis, 2016, pp.1-23. ⟨10.1080/15622975.2016.1208840⟩. ⟨hal-01372398⟩
  • Stefan J Teipel, Enrica Cavedo, Michel J Grothe, Simone Lista, Samantha Galluzzi, et al.. Predictors of cognitive decline and treatment response in a clinical trial on suspected prodromal Alzheimer's disease. Neuropharmacology, Elsevier, 2016, 108, pp.128-35. ⟨hal-01372417⟩
  • Grégory Operto, Marie Chupin, Bénédicte Batrancourt, Marie-Odile Habert, Olivier Colliot, et al.. CATI: A Large Distributed Infrastructure for the Neuroimaging of Cohorts. Neuroinformatics, Springer, 2016, pp.1-12. ⟨10.1007/s12021-016-9295-8⟩. ⟨hal-01303094⟩
  • Pietro Gori, Olivier Colliot, Linda Marrakchi-Kacem, Yulia Worbe, Fabrizio de Vico Fallani, et al.. Parsimonious Approximation of Streamline Trajectories in White Matter Fiber Bundles. IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers, 2016, PP (99), ⟨10.1109/TMI.2016.2591080⟩. ⟨hal-01346067⟩
  • Fatima Ameur, Olivier Colliot, Paola Caroppo, Sebastian Stroer, Didier Dormont, et al.. White matter lesions in FTLD: distinct phenotypes characterize GRN and C9ORF72 mutations. Neurology Genetics, American Academy of Neurology, 2016, 2 (1), ⟨10.1212/NXG.0000000000000047⟩. ⟨hal-01266596⟩
  • Romain Colle, Claire Cury, Marie Chupin, Eric Deflesselle, Patrick Hardy, et al.. Hippocampal volume predicts antidepressant efficacy in depressed patients without incomplete hippocampal inversion. Neuroimage-Clinical, Elsevier, 2016, ⟨10.1016/j.nicl.2016.04.009⟩. ⟨hal-01310464⟩
  • Linda Marrakchi-Kacem, Alexandre Vignaud, Julien Sein, Johanne Germain, Thomas R Henry, et al.. Robust imaging of hippocampal inner structure at 7T: in vivo acquisition protocol and methodological choices. Magnetic Resonance Materials in Physics, Biology and Medicine, Springer Verlag, 2016. ⟨hal-01321870v2⟩
  • Enrica Cavedo, Bruno Dubois, Olivier Colliot, Simone Lista, Bernard Croisile, et al.. Reduced Regional Cortical Thickness Rate of Change in Donepezil-Treated Subjects With Suspected Prodromal Alzheimer’s Disease. Journal of Clinical Psychiatry, Physicians Postgraduate Press, 2016, ⟨10.4088/JCP.15m10413⟩. ⟨hal-01388951⟩
  • Lorraine Hamelin, Julien Lagarde, Guillaume Dorothée, Claire Leroy, Mickael Labit, et al.. Early and protective microglial activation in Alzheimer's disease: a prospective study using 18F-DPA-714 PET imaging. Brain - A Journal of Neurology , Oxford University Press (OUP), 2016, 139 (Pt 4), pp.1252-64. ⟨10.1093/brain/aww017⟩. ⟨hal-01372414⟩
  • Paola Caroppo, Isabelle Le Ber, Agnès Camuzat, Fabienne Clot, Lionel Naccache, et al.. Extensive white matter involvement in patients with frontotemporal lobar degeneration: think progranulin. JAMA neurology, American Medical Association (imprimé) / 2014, 71 (12), pp.1562-6. ⟨hal-01439037⟩
  • Olivier Colliot, Lorraine Hamelin, Marie Sarazin. Magnetic resonance imaging for diagnosis of early Alzheimer's disease. Revue Neurologique, Elsevier Masson, 2013, 169 (10), pp.724-8. ⟨10.1016/j.neurol.2013.07.013⟩. ⟨hal-00867481⟩
  • Rémi Cuingnet, Joan Alexis Glaunès, Marie Chupin, Habib Benali, Olivier Colliot. Spatial and Anatomical Regularization of SVM: A General Framework for Neuroimaging Data. IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers, 2013, 35 (3), pp.682 - 696. ⟨10.1109/TPAMI.2012.142⟩. ⟨hal-00790079⟩
  • Hosung Kim, Marie Chupin, Olivier Colliot, Boris C Bernhardt, Neda Bernasconi, et al.. Automatic hippocampal segmentation in temporal lobe epilepsy: impact of developmental abnormalities. NeuroImage, Elsevier, 2012, 59 (4), pp.3178-3186. ⟨10.1016/j.neuroimage.2011.11.040⟩. ⟨hal-00790810⟩

Conference papers15 documents

  • 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, 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • 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⟩
  • Stephane Epelbaum, Anne Bertrand, Aline Mendes, Marcel Levy, Geoffroy Gagliardi, et al.. Suspected non-alzheimer disease pathophysiology (SNAP) categorization in the insight cohort. AAIC, 2016, Toronto, Canada. pp.P1073 - P1074, ⟨10.1016/j.jalz.2016.06.2246⟩. ⟨hal-01562646⟩
  • Anne Bertrand, Stephane Epelbaum, Marie-Odile Habert, Harald Hampel, Hovagim Bakardjian, et al.. The INSIGHT cohort: baseline analysis of structural MR imaging in asymptomatic subjects at risk for Alzheimer's disease. AAIC, Jul 2016, Toronto, Canada. ⟨10.1016/j.jalz.2016.06.612⟩. ⟨hal-01439571⟩
  • Anne Bertrand, Fatima Ameur, Paola Caroppo, Didier Dormont, Alexis Brice, et al.. Incidence and characterization of supratentorial FLAIR hyperintenstities in patients with sporadic and genetic frontotemporal dementia. AAIC 2014 - Alzheimer’s Association International Conference, Jul 2014, Copenhagen, Denmark. ⟨hal-01114135⟩
  • Anne Bertrand, Fatima Ameur, Paola Caroppo, Didier Dormont, Alexis Brice, et al.. Genetic Frontotemporal Dementia with TDP-43 Inclusions:Distinct Radiological Phenotypes between Patients with PGRN and C9ORF72 Mutations. RSNA, Nov 2014, Chicago, United States. ⟨hal-01439623⟩