Notip: Non-parametric True Discovery Proportion control for brain imaging
Alexandre Blain
,
Bertrand Thirion
,
Pierre Neuvial
Journal articles
hal-03649114v3
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Speeding-up model-selection in GraphNet via early-stopping and univariate feature-screening
Elvis Dohmatob
,
Michael Eickenberg
,
Bertrand Thirion
,
Gaël Varoquaux
PRNI , Jun 2015, Stanford, United States
Conference papers
hal-01147731v1
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Neuroimaging Research: From Null-Hypothesis Falsification to Out-of-sample Generalization
Danilo Bzdok
,
Gaël Varoquaux
,
Bertrand Thirion
Educational and Psychological Measurement , 2016
Journal articles
hal-01338313v1
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Joint T1 and Brain Fiber Log-Demons Registration Using Currents to Model Geometry
Viviana Siless
,
Joan Glaunès
,
Pamela Guevara
,
Jean-François Mangin
,
Cyril Poupon
,
et al.
MICCAI , Oct 2012, Nice, France, France
Conference papers
hal-00723367v1
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Improving sparse recovery on structured images with bagged clustering
Andrés Hoyos-Idrobo
,
Yannick Schwartz
,
Gaël Varoquaux
,
Bertrand Thirion
International Workshop On Pattern Recognition In Neuroimaging (PRNI), 2015 , Jun 2015, Palo alto, United States
Conference papers
hal-01174335v1
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An empirical evaluation of functional alignment using inter-subject decoding
Thomas Bazeille
,
Elizabeth Dupre
,
Hugo Richard
,
Jean-Baptiste Poline
,
Bertrand Thirion
Journal articles
hal-03044779v3
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The functional database of the ARCHI project: Potential and perspectives
Philippe Pinel
,
Baudouin Forgeot d'Arc
,
Stanislas Dehaene
,
Thomas Bourgeron
,
Bertrand Thirion
,
et al.
Journal articles
pasteur-03325415v1
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Seeing it all: Convolutional network layers map the function of the human visual system
Michael Eickenberg
,
Alexandre Gramfort
,
Gaël Varoquaux
,
Bertrand Thirion
Journal articles
hal-01389809v1
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Feature Grouping as a Stochastic Regularizer for High-Dimensional Structured Data
Sergül Aydöre
,
Bertrand Thirion
,
Gaël Varoquaux
NeurIPS 2019 - 33th Annual Conference on Neural Information Processing Systems , Dec 2019, Vancouver, Canada
Conference papers
hal-02318458v1
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Decoding with Confidence: Statistical Control on Decoder Maps
Jérôme-Alexis Chevalier
,
Tuan-Binh Nguyen
,
Joseph Salmon
,
Gaël Varoquaux
,
Bertrand Thirion
Journal articles
hal-03179728v1
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Multi-subject MEG/EEG source imaging with sparse multi-task regression
Hicham Janati
,
Thomas Bazeille
,
Bertrand Thirion
,
Marco Cuturi
,
Alexandre Gramfort
2019
Preprints, Working Papers, ...
hal-02304194v2
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Bootstrapped Permutation Test for Multiresponse Inference on Brain Behavior Associations
Bernard Ng
,
Jean Baptiste Poline
,
Bertrand Thirion
,
Michael D. Greicius
Information Processing in Medical Imaging 2015 , Sebastien Ourselin, University College London, UK; Daniel Alexander, University College London, UK; Carl-Fredrik Westin, Harvard University, USA, Jun 2015, Sabhal Mor Ostaig, Isle of Skye, United Kingdom. pp.12
Conference papers
hal-01185206v1
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Dictionary Learning for Massive Matrix Factorization
Arthur Mensch
,
Julien Mairal
,
Bertrand Thirion
,
Gaël Varoquaux
International Conference on Machine Learning , Jun 2016, New York, United States. pp.1737-1746
Conference papers
hal-01308934v2
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Population-shrinkage of covariance to estimate better brain functional connectivity
Mehdi Rahim
,
Bertrand Thirion
,
Gaël Varoquaux
Medical Image Computing and Computer Assisted Interventions , Sep 2017, Quebec city, Canada
Conference papers
hal-01547612v1
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From deep brain phenotyping to functional atlasing
Bertrand Thirion
,
Alexis Thual
,
Ana Luísa Pinho
Journal articles
hal-03289794v2
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Comprehensive decoding mental processes from Web repositories of functional brain images
Romuald Menuet
,
Raphael Meudec
,
Jérôme Dockès
,
Gaël Varoquaux
,
Bertrand Thirion
Journal articles
hal-03666470v1
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Population modeling with machine learning can enhance measures of mental health
Kamalaker Dadi
,
Gaël Varoquaux
,
Josselin Houenou
,
Danilo Bzdok
,
Bertrand Thirion
,
et al.
Journal articles
hal-03470466v1
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Deriving reproducible biomarkers from multi-site resting-state data: An Autism-based example
Alexandre Abraham
,
Michael Milham
,
Adriana Di Martino
,
R. Cameron Craddock
,
Dimitris Samaras
,
et al.
Journal articles
hal-01398867v1
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Joint T1 and brain fiber diffeomorphic registration using the demons
Viviana Siless
,
Pamela Guevara
,
Xavier Pennec
,
Bertrand Thirion
,
Pierre Fillard
Organization for the Human Brain Mapping , Jun 2012, Beijing, China
Conference poster
hal-00828387v1
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Correlations of correlations are not reliable statistics: implications for multivariate pattern analysis.
Bertrand Thirion
,
Fabian Pedregosa
,
Michael Eickenberg
,
Gaël Varoquaux
ICML Workshop on Statistics, Machine Learning and Neuroscience (Stamlins 2015) , Bertrand Thirion, Lars Kai Hansen, Sanmi Koyejo, Jul 2015, Lille, France
Conference papers
hal-01187297v1
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Semi-Supervised Factored Logistic Regression for High-Dimensional Neuroimaging Data
Danilo Bzdok
,
Michael Eickenberg
,
Olivier Grisel
,
Bertrand Thirion
,
Gaël Varoquaux
NIPS'15: 28th International Conference on Neural Information Processing Systems , Dec 2015, Montreal, Canada
Conference papers
hal-01211248v1
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Towards a Faster Randomized Parcellation Based Inference
Andrés Hoyos-Idrobo
,
Gaël Varoquaux
,
Bertrand Thirion
PRNI 2017 - 7th International Workshop on Pattern Recognition in NeuroImaging , Jun 2017, Toronto, Canada
Conference papers
hal-01552237v1
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Transmodal Learning of Functional Networks for Alzheimer's Disease Prediction
Mehdi Rahim
,
Bertrand Thirion
,
Claude Comtat
,
Gaël Varoquaux
Journal articles
hal-01353728v1
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Brain-based ranking of cognitive domains to predict schizophrenia
Teresa M Karrer
,
Danielle S. Bassett
,
Birgit Derntl
,
Oliver Gruber
,
Andre Aleman
,
et al.
Journal articles
hal-02180311v1
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Individual Brain Charting dataset extension, second release of high-resolution fMRI data for cognitive mapping
Ana Luísa Pinho
,
Alexis Amadon
,
Baptiste Gauthier
,
Nicolas Clairis
,
André Knops
,
et al.
Journal articles
hal-02973046v1
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Joint prediction of multiple scores captures better individual traits from brain images
Mehdi Rahim
,
Bertrand Thirion
,
Danilo Bzdok
,
Irène Buvat
,
Gaël Varoquaux
Journal articles
hal-01547524v1
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Mapping the asynchrony of cortical maturation in the infant brain: a MRI multi-parametric clustering approach
Jessica Lebenberg
,
Jean-François Mangin
,
Bertrand Thirion
,
Cyril Poupon
,
Lucie Hertz-Pannier
,
et al.
Journal articles
hal-01966812v1
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Tissue outcome prediction in hyperacute ischemic stroke: Comparison of machine learning models
Joseph Benzakoun
,
Sylvain Charron
,
Guillaume Turc
,
Wagih Ben Hassen
,
Laurence Legrand
,
et al.
Journal articles
hal-03329129v1
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Random Forests based feature selection for decoding fMRI data
Robin Genuer
,
Vincent Michel
,
Evelyn Eger
,
Bertrand Thirion
COMPSTAT 2010 - 19th International Conference on Computational Statistics , Aug 2010, Paris, France. pp.1071-1078
Conference papers
hal-00944114v1
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How machine learning is shaping cognitive neuroimaging
Gaël Varoquaux
,
Bertrand Thirion
Journal articles
hal-01094737v1
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