Edouard Duchesnay
Edouard Duchesnay
Research Scientist, CEA NeuroSpin, France
Adresse e-mail validée de cea.fr - Page d'accueil
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Scikit-learn: Machine learning in Python
F Pedregosa, G Varoquaux, A Gramfort, V Michel, B Thirion, O Grisel, ...
the Journal of machine Learning research 12, 2825-2830, 2011
369892011
Asynchrony of the early maturation of white matter bundles in healthy infants: quantitative landmarks revealed noninvasively by diffusion tensor imaging
J Dubois, G Dehaene‐Lambertz, M Perrin, JF Mangin, Y Cointepas, ...
Human brain mapping 29 (1), 14-27, 2008
3472008
Inverse retinotopy: inferring the visual content of images from brain activation patterns
B Thirion, E Duchesnay, E Hubbard, J Dubois, JB Poline, D Lebihan, ...
Neuroimage 33 (4), 1104-1116, 2006
3162006
A framework to study the cortical folding patterns
JF Mangin, D Riviere, A Cachia, E Duchesnay, Y Cointepas, ...
Neuroimage 23, S129-S138, 2004
3002004
Cortical folding abnormalities in schizophrenia patients with resistant auditory hallucinations
A Cachia, ML Paillère-Martinot, A Galinowski, D Januel, ...
Neuroimage 39 (3), 927-935, 2008
1762008
Scikit-learn: Machine learning without learning the machinery
G Varoquaux, L Buitinck, G Louppe, O Grisel, F Pedregosa, A Mueller
GetMobile: Mobile Computing and Communications 19 (1), 29-33, 2015
1662015
Object-based morphometry of the cerebral cortex
JF Mangin, D Riviere, A Cachia, E Duchesnay, Y Cointepas, ...
IEEE transactions on medical imaging 23 (8), 968-982, 2004
1532004
Longitudinal brain metabolic changes from amnestic mild cognitive impairment to Alzheimer's disease
M Fouquet, B Desgranges, B Landeau, E Duchesnay, F Mézenge, ...
Brain 132 (8), 2058-2067, 2009
1292009
A multicenter tractography study of deep white matter tracts in bipolar I disorder: psychotic features and interhemispheric disconnectivity
S Sarrazin, C Poupon, J Linke, M Wessa, M Phillips, M Delavest, ...
JAMA psychiatry 71 (4), 388-396, 2014
1002014
Strategic white matter tracts for processing speed deficits in age-related small vessel disease
M Duering, B Gesierich, S Seiler, L Pirpamer, M Gonik, E Hofer, E Jouvent, ...
Neurology 82 (22), 1946-1950, 2014
882014
Striatal and extrastriatal dopamine transporter in cannabis and tobacco addiction: a high‐resolution PET study
C Leroy, L Karila, JL Martinot, M Lukasiewicz, E Duchesnay, C Comtat, ...
Addiction biology 17 (6), 981-990, 2012
872012
Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares
É Le Floch, V Guillemot, V Frouin, P Pinel, C Lalanne, L Trinchera, ...
Neuroimage 63 (1), 11-24, 2012
872012
Brain morphometry using 3D moment invariants
JF Mangin, F Poupon, É Duchesnay, D Rivière, A Cachia, DL Collins, ...
Medical Image Analysis 8 (3), 187-196, 2004
862004
Segmentation of rodent whole-body dynamic PET images: an unsupervised method based on voxel dynamics
R Maroy, R Boisgard, C Comtat, V Frouin, P Cathier, E Duchesnay, ...
IEEE transactions on medical imaging 27 (3), 342-354, 2008
792008
Classification based on cortical folding patterns
E Duchesnay, A Cachia, A Roche, D Rivière, Y Cointepas, ...
IEEE Transactions on Medical Imaging 26 (4), 553-565, 2007
612007
Cortical folding in patients with bipolar disorder or unipolar depression
J Penttilä, ML Paillère-Martinot, JL Martinot, D Ringuenet, M Wessa, ...
Journal of psychiatry & neuroscience: JPN 34 (2), 127, 2009
552009
Determinants of iron accumulation in the normal aging brain
L Pirpamer, E Hofer, B Gesierich, F De Guio, P Freudenberger, S Seiler, ...
Neurobiology of aging 43, 149-155, 2016
482016
Feature selection and classification of imbalanced datasets: application to PET images of children with autistic spectrum disorders
E Duchesnay, A Cachia, N Boddaert, N Chabane, JF Mangin, JL Martinot, ...
Neuroimage 57 (3), 1003-1014, 2011
472011
Cortical folding difference between patients with early‐onset and patients with intermediate‐onset bipolar disorder
J Penttilä, A Cachia, JL Martinot, D Ringuenet, M Wessa, J Houenou, ...
Bipolar disorders 11 (4), 361-370, 2009
422009
Longitudinal changes of cortical morphology in CADASIL
E Jouvent, JF Mangin, E Duchesnay, R Porcher, M Düring, Y Mewald, ...
Neurobiology of aging 33 (5), 1002. e29-1002. e36, 2012
412012
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