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Olivier Colliot

Olivier Colliot - Research Director at CNRS - ARAMIS Lab at the Paris Brain Institute (CNRS/Inria/Inserm/Sorbonne Universite)

11

Documents

Identifiants chercheurs

olivier-colliot
ResearcherId : B-2092-2012
0000-0002-9836-654X
IdRef : 085263893
Arxiv : colliot_o_1
ResearcherId : http://www.researcherid.com/rid/B-2092-2012

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Domaines de recherche

Intelligence artificielle [cs.AI] Imagerie médicale Apprentissage [cs.LG] Traitement des images [eess.IV]

Publications

remi-cuingnet

	Spatial and Anatomical Regularization of SVM: A General Framework for Neuroimaging Data Rémi Cuingnet , Joan Alexis Glaunès , Marie Chupin , Habib Benali , Olivier Colliot IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013, 35 (3), pp.682 - 696. ⟨10.1109/TPAMI.2012.142⟩ Article dans une revue hal-00790079v1
	Contrast-based fully automatic segmentation of white matter hyperintensities: method and validation Thomas Samaille , Ludovic Fillon , Rémi Cuingnet , Eric Jouvent , Hugues Chabriat PLoS ONE, 2012, 7 (11), pp.e48953. ⟨10.1371/journal.pone.0048953⟩ Article dans une revue hal-00789657v1
	Segmentation ciblée d’images IRM et maladie d’Alzheimer Marie Chupin , Emilie Gérardin , Rémi Cuingnet , Eric Bardinet , Didier Dormont Innovation and Research in BioMedical engineering, 2011 Article dans une revue hal-01413898v1
	Spatial regularization of SVM for the detection of diffusion alterations associated with stroke outcome Rémi Cuingnet , Charlotte Rosso , Marie Chupin , Stéphane Lehéricy , Didier Dormont Medical Image Analysis, 2011, 15 (5), pp.729-37. ⟨10.1016/j.media.2011.05.007⟩ Article dans une revue hal-00795741v1
	Automatic classification of patients with Alzheimer's disease from structural MRI: a comparison of ten methods using the ADNI database Rémi Cuingnet , Emilie Gerardin , Jérôme Tessieras , Guillaume Auzias , Stéphane Lehéricy NeuroImage, 2011, 56 (2), pp.766-81. ⟨10.1016/j.neuroimage.2010.06.013⟩ Article dans une revue hal-00795739v1
	Fully automatic hippocampus segmentation and classification in Alzheimer's disease and mild cognitive impairment applied on data from ADNI Marie Chupin , Emilie Gérardin , Rémi Cuingnet , Claire Boutet , Louis Lemieux Hippocampus, 2009, 19 (6), pp.579-87. ⟨10.1002/hipo.20626⟩ Article dans une revue hal-00805428v1
	Multidimensional classification of hippocampal shape features discriminates Alzheimer's disease and mild cognitive impairment from normal aging Emilie Gerardin , Gaël Chételat , Marie Chupin , Rémi Cuingnet , Béatrice Desgranges NeuroImage, 2009, 47 (4), pp.1476-86. ⟨10.1016/j.neuroimage.2009.05.036⟩ Article dans une revue hal-00805434v1

	Automatic segmentation of white matter hyperintensities robust to multicentre acquisition and pathological variability Thomas Samaille , Olivier Colliot , Rémi Cuingnet , Eric Jouvent , Hugues Chabriat SPIE 2012 - Symposium on Medical Imaging, Feb 2012, San Diego, United States. pp.1-9, ⟨10.1117/12.910268⟩ Communication dans un congrès hal-00817381v1
	Anatomical Regularization on Statistical Manifolds for the Classification of Patients with Alzheimer's Disease R. Cuingnet , Joan Alexis Glaunès , Marie Chupin , Habib Benali , Olivier Colliot MICCAI Workshop on Machine Learning in Medical Imaging, Sep 2011, Toronto, Canada. pp.201-208, ⟨10.1007/978-3-642-24319-6_25⟩ Communication dans un congrès hal-00712091v1
	Spatially Regularized SVM for the Detection of Brain Areas Associated with Stroke Outcome Rémi Cuingnet , Charlotte Rosso , Stéphane Lehéricy , Didier Dormont , Habib Benali Medical Image Computing and Computer-Assisted Intervention, MICCAI 2010, 2010, Beijing, China. pp.316 - 323, ⟨10.1007/978-3-642-15705-9_39⟩ Communication dans un congrès hal-01439126v1
	Spatial and anatomical regularization of SVM for brain image analysis Rémi Cuingnet , Marie Chupin , Habib Benali , Olivier Colliot Neural Information Processing Systems NIPS 2010, 2010, Vancouver, Canada Communication dans un congrès hal-01439123v1