Bertrand Thirion
Bertrand Thirion
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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
396482011
Machine learning for neuroimaging with scikit-learn
A Abraham, F Pedregosa, M Eickenberg, P Gervais, A Mueller, J Kossaifi, ...
Frontiers in neuroinformatics 8, 14, 2014
7202014
Analysis of a large fMRI cohort: Statistical and methodological issues for group analyses
B Thirion, P Pinel, S Mériaux, A Roche, S Dehaene, JB Poline
Neuroimage 35 (1), 105-120, 2007
5182007
Recruitment of an area involved in eye movements during mental arithmetic
A Knops, B Thirion, EM Hubbard, V Michel, S Dehaene
Science 324 (5934), 1583-1585, 2009
4372009
An automatic valuation system in the human brain: evidence from functional neuroimaging
M Lebreton, S Jorge, V Michel, B Thirion, M Pessiglione
Neuron 64 (3), 431-439, 2009
4152009
Brain covariance selection: better individual functional connectivity models using population prior
G Varoquaux, A Gramfort, JB Poline, B Thirion
arXiv preprint arXiv:1008.5071, 2010
3872010
Best practices in data analysis and sharing in neuroimaging using MRI
TE Nichols, S Das, SB Eickhoff, AC Evans, T Glatard, M Hanke, ...
Nature neuroscience 20 (3), 299-303, 2017
3852017
Assessing and tuning brain decoders: cross-validation, caveats, and guidelines
G Varoquaux, PR Raamana, DA Engemann, A Hoyos-Idrobo, Y Schwartz, ...
NeuroImage 145, 166-179, 2017
3302017
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
3222006
Deriving reproducible biomarkers from multi-site resting-state data: An Autism-based example
A Abraham, MP Milham, A Di Martino, RC Craddock, D Samaras, ...
NeuroImage 147, 736-745, 2017
3082017
Which fMRI clustering gives good brain parcellations?
B Thirion, G Varoquaux, E Dohmatob, JB Poline
Frontiers in neuroscience 8, 167, 2014
2832014
Detection of brain functional-connectivity difference in post-stroke patients using group-level covariance modeling
G Varoquaux, F Baronnet, A Kleinschmidt, P Fillard, B Thirion
International Conference on Medical Image Computing and Computer-Assisted …, 2010
2312010
Dealing with the shortcomings of spatial normalization: Multi‐subject parcellation of fMRI datasets
B Thirion, G Flandin, P Pinel, A Roche, P Ciuciu, JB Poline
Human brain mapping 27 (8), 678-693, 2006
2272006
Connectivity‐based parcellation: Critique and implications
SB Eickhoff, B Thirion, G Varoquaux, D Bzdok
Human brain mapping 36 (12), 4771-4792, 2015
2132015
Deciphering cortical number coding from human brain activity patterns
E Eger, V Michel, B Thirion, A Amadon, S Dehaene, A Kleinschmidt
Current Biology 19 (19), 1608-1615, 2009
2112009
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
2002015
Variability in the analysis of a single neuroimaging dataset by many teams
R Botvinik-Nezer, F Holzmeister, CF Camerer, A Dreber, J Huber, ...
Nature 582 (7810), 84-88, 2020
1822020
Multi-subject dictionary learning to segment an atlas of brain spontaneous activity
G Varoquaux, A Gramfort, F Pedregosa, V Michel, B Thirion
Biennial International Conference on information processing in medical …, 2011
1812011
Seeing it all: Convolutional network layers map the function of the human visual system
M Eickenberg, A Gramfort, G Varoquaux, B Thirion
NeuroImage 152, 184-194, 2017
1652017
Total variation regularization for fMRI-based prediction of behavior
V Michel, A Gramfort, G Varoquaux, E Eger, B Thirion
IEEE transactions on medical imaging 30 (7), 1328-1340, 2011
1592011
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