Olivier Colliot, PhD (born 09/1976), is Director of Research at CNRS and the Director of the ARAMIS Laboratory (joint CNRS/INRIA/Inserm/UPMC laboratory) within the Brain and Spinal cord Institute (ICM). His research focuses on image analysis, machine learning, morphometry and their application to the study of neurodegenerative disorders. He is co-PI of R&D workpackage and is a member of the Executive Committee of the CATI. He was the coordinator of the ANR-funded HM-TC consortium (2M€) from 2009 to 2014. He is member of the Editorial Board of Medical Image Analysis (Elsevier) and of the Neural Engineering Book Series (Wiley). He is reviewer for a wide range of medical imaging, neuroscience and medical journals and funding bodies around the world. He is the author of 85 peer-reviewed publications.
FIVE SELECTED PUBLICATIONS
Boutet C, Chupin M, Lehéricy S, Marrakchi-Kacem L, Epelbaum S, Poupon C, Wiggins C, Vignaud A, Hasboun D, Defontaines B, Hanon O, Dubois B, Sarazin M, Hertz-Pannier L, and Colliot O, Detection of volume loss in hippocampal layers in Alzheimer’s disease using 7T MRI: a feasibility study, NeuroImage: Clinical Jul 31;5:341-8, 2014
Cuingnet R, Glaunès JA, Chupin M, Benali H, and Colliot O, The ADNI. Spatial and anatomical regularization of SVM: a general framework for neuroimaging data, IEEE Transactions on Pattern Analysis and Machine Intelligence 35 (3), 682-696, 2013
Cuingnet R, Gerardin E, Tessieras E, Auzias G, Lehéricy S, Habert MO, Chupin M, Benali H, and Colliot O, the ADNI, Automatic classification of patients with Alzheimer’s disease from structural MRI: a comparison of ten methods using the ADNI database. NeuroImage 15;56(2):766-81, 2011
Gerardin E, Chételat G, Chupin M, Cuingnet R, Desgranges B, Kim HS, Niethammer M, Dubois B, Garnero L, Lehéricy S, Eustache F, and Colliot O, The ADNI, Multidimensional classification of hippocampal shape features discriminates Alzheimer’s disease and mild cognitive impairment from normal aging, NeuroImage, 47 (4):1476-86, 2009.
Chupin M, Gerardin E, Cuingnet R, Boutet C, Lemieux L, Lehéricy S, Benali H, Garnero L, and Colliot O, The ADNI, Fully automatic hippocampus segmentation and classification in Alzheimer’s disease and mild cognitive impairment applied on data from ADNI. Hippocampus. 19(6):579-87, 2009