titre

Machine Learning for Neuroimaging with Scikit-Learn

auteur

Alexandre Abraham, Fabian Pedregosa, Michael Eickenberg, Philippe Gervais, Andreas Muller, Jean Kossaifi, Alexandre Gramfort, Bertrand Thirion, Gaël Varoquaux

article

Frontiers in Neuroscience, 2013, pp.15. ⟨10.3389/fninf.2014.00014⟩

titre

Randomized parcellation based inference.

auteur

Benoit da Mota, Virgile Fritsch, Gaël Varoquaux, Tobias Banaschewski, Gareth J. Barker, Arun L. W. Bokde, Uli Bromberg, Patricia J. Conrod, Jürgen Gallinat, Hugh Garavan, Jean-Luc Martinot, Frauke Nees, Tomáš Paus, Zdenka Pausova, Marcella Rietschel, Michael N. Smolka, Andreas Ströhle, Vincent Frouin, Jean-Baptiste Poline, Bertrand Thirion

article

NeuroImage, 2013, epub ahead of print. ⟨10.1016/j.neuroimage.2013.11.012⟩

titre

A framework for inter-subject prediction of functional connectivity from structural networks

auteur

Fani Deligianni, Gaël Varoquaux, Bertrand Thirion, David J. Sharp, Christian Ledig, Robert Leech, Daniel Rueckert

article

IEEE Transactions on Medical Imaging, 2013, epub ahead of print, ⟨10.1109/TMI.2013.2276916⟩

titre

Mapping cognitive ontologies to and from the brain

auteur

Yannick Schwartz, Bertrand Thirion, Gaël Varoquaux

article

NIPS (Neural Information Processing Systems), Dec 2013, United States

titre

Bayesian Estimation of Probabilistic Atlas for Anatomically-Informed Functional MRI Group Analyses

auteur

Hao Xu, Bertrand Thirion, Stéphanie Allassonnière

article

MICCAI - 16th International Conference on Medical Image Computing and Computer Assisted Intervention - 2013, Sep 2013, Nagoya, Japan

titre

Implications of Inconsistencies between fMRI and dMRI on Multimodal Connectivity Estimation

auteur

Bernard Ng, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion

article

MICCAI - 16th International Conference on Medical Image Computing and Computer Assisted Intervention - 2013, Kensaku Mori, Sep 2013, Nagoya, Japan

titre

Extracting brain regions from rest fMRI with Total-Variation constrained dictionary learning

auteur

Alexandre Abraham, Elvis Dohmatob, Bertrand Thirion, Dimitris Samaras, Gaël Varoquaux

article

MICCAI - 16th International Conference on Medical Image Computing and Computer Assisted Intervention - 2013, Sep 2013, Nagoya, Japan

titre

Enhancing the Reproducibility of Group Analysis with Randomized Brain Parcellations

auteur

Benoit da Mota, Virgile Fritsch, Gaël Varoquaux, Vincent Frouin, Jean-Baptiste Poline, Bertrand Thirion

article

MICCAI - 16th International Conference on Medical Image Computing and Computer Assisted Intervention - 2013, Sep 2013, Nagoya, Japan

titre

Unsupervised Fiber Bundles Registration using Weighted Measures Geometric Demons

auteur

Viviana Siless, Sergio Medina, Pierre Fillard, Bertrand Thirion

article

Workshop on Multi Modal Brain Image Analysis, Li Shen - Tianming Liu - Pew-Thian Yap - Heng Huang - Dinggang Shen -Carl-Fredrik Westin, Sep 2013, Nagoya, Japan

titre

A Novel Sparse Group Gaussian Graphical Model for Functional Connectivity Estimation

auteur

Bernard Ng, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion

article

Information Processing in Medical Imaging, Jun 2013, Asilomar, United States

titre

Cohort-level brain mapping: learning cognitive atoms to single out specialized regions

auteur

Gaël Varoquaux, Yannick Schwartz, Philippe Pinel, Bertrand Thirion

article

IPMI - Information Processing in Medical Imaging - 2013, William M. Wells, Sarang Joshi, Kilian M. Pohl, Jun 2013, Asilomar, United States. pp.438-449, ⟨10.1007/978-3-642-38868-2_37⟩

titre

Robust Group-Level Inference in Neuroimaging Genetic Studies

auteur

Virgile Fritsch, Benoit da Mota, Gaël Varoquaux, Vincent Frouin, Eva Loth, Jean-Baptiste Poline, Bertrand Thirion

article

Pattern Recognition in Neuroimaging, Jun 2013, Philadelphie, United States

titre

HRF estimation improves sensitivity of fMRI encoding and decoding models

auteur

Fabian Pedregosa, Michael Eickenberg, Bertrand Thirion, Alexandre Gramfort

article

3nd International Workshop on Pattern Recognition in NeuroImaging, Jun 2013, Philadelphia, United States

titre

A Comparison of Metrics and Algorithms for Fiber Clustering

auteur

Viviana Siless, Sergio Medina, Gaël Varoquaux, Bertrand Thirion

article

Pattern Recognition in NeuroImaging, Jun 2013, Philadelphia, United States

titre

Identifying predictive regions from fMRI with TV-L1 prior

auteur

Alexandre Gramfort, Bertrand Thirion, Gaël Varoquaux

article

Pattern Recognition in Neuroimaging (PRNI), Jun 2013, Philadelphia, United States

titre

Second order scattering descriptors predict fMRI activity due to visual textures

auteur

Michael Eickenberg, Fabian Pedregosa, Senoussi Mehdi, Alexandre Gramfort, Bertrand Thirion

article

PRNI 2013 - 3nd International Workshop on Pattern Recognition in NeuroImaging, Jun 2013, Philadelphia, United States

titre

An empirical comparison of surface-based and volume-based group studies in neuroimaging

auteur

Alan Tucholka, Virgile Fritsch, Jean-Baptiste Poline, Bertrand Thirion

article

NeuroImage, 2012, 63 (3), pp.1443-53. ⟨10.1016/j.neuroimage.2012.06.019⟩

titre

Hyperfrontality and hypoconnectivity during refreshing in schizophrenia.

auteur

Marie-Laure Grillon, Catherine Oppenheim, Gaël Varoquaux, Frédérique Charbonneau, Anne-Dominique Devauchelle, Marie-Odile Krebs, Franck Bayle, Bertrand Thirion, Caroline Huron

article

Psychiatry Research: Neuroimaging, 2012, 211 (3), pp.226-233. ⟨10.1016/j.pscychresns.2012.09.001⟩

titre

Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares.

auteur

Vincent Guillemot, Vincent Frouin, Philippe Pinel, Christophe Lalanne, Laura Trinchera, Arthur Tenenhaus, Antonio Moreno, Monica Zilbovicius, Thomas Bourgeron, Stanislas Dehaene, Bertrand Thirion, Jean-Baptiste Poline

article

NeuroImage, 2012, 63 (1), pp.11-24. ⟨10.1016/j.neuroimage.2012.06.061⟩

titre

Multi-scale Mining of fMRI data with Hierarchical Structured Sparsity

auteur

Rodolphe Jenatton, Alexandre Gramfort, Vincent Michel, Guillaume Obozinski, Evelyn Eger, Francis Bach, Bertrand Thirion

article

SIAM Journal on Imaging Sciences, 2012, 5 (3), pp.835-856. ⟨10.1137/110832380⟩

titre

Detecting Outliers in High-Dimensional Neuroimaging Datasets with Robust Covariance Estimators

auteur

Virgile Fritsch, Gaël Varoquaux, Benjamin Thyreau, Jean-Baptiste Poline, Bertrand Thirion

article

Medical Image Analysis, 2012, 16, pp.1359-1370. ⟨10.1016/j.media.2012.05.002⟩

titre

A-Brain: Using the Cloud to Understand the Impact of Genetic Variability on the Brain

auteur

Gabriel Antoniu, Alexandru Costan, Benoit da Mota, Bertrand Thirion, Radu Tudoran

article

ERCIM News, 2012, pp.21-22

titre

Markov models for fMRI correlation structure: is brain functional connectivity small world, or decomposable into networks?

auteur

Gaël Varoquaux, Alexandre Gramfort, Jean Baptiste Poline, Bertrand Thirion

article

Journal of Physiology - Paris, 2012, 106, pp.212-221. ⟨10.1016/j.jphysparis.2012.01.001⟩

titre

Joint T1 and Brain Fiber Log-Demons Registration Using Currents to Model Geometry

auteur

Viviana Siless, Joan Glaunès, Pamela Guevara, Jean-François Mangin, Cyril Poupon, Denis Le Bihan, Bertrand Thirion, Pierre Fillard

article

MICCAI, Oct 2012, Nice, France, France

titre

Improving accuracy and power with transfer learning using a meta-analytic database

auteur

Yannick Schwartz, Gaël Varoquaux, Christophe Pallier, Philippe Pinel, Jean-Baptiste Poline, Bertrand Thirion

article

MICCAI, Oct 2012, Nice, France. pp.1-8

titre

A MapReduce Approach for Ridge Regression in Neuroimaging-Genetic Studies

auteur

Benoit da Mota, Michael Eickenberg, Soizic Laguitton, Vincent Frouin, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion

article

DCICTIA-MICCAI - Data- and Compute-Intensive Clinical and Translational Imaging Applications in conjonction with the 15th International Conference on Medical Image Computing and Computer Assisted Intervention - 2012, Oct 2012, Nice, France

titre

Graph-based inter-subject classification of local fMRI patterns

auteur

Sylvain Takerkart, Guillaume Auzias, Bertrand Thirion, Daniele Schön, Liva Ralaivola

article

Third International Workshop Machine Learning in Medical Imaging - MLMI 2012 (Held in Conjunction with MICCAI 2012), Oct 2012, Nice, France. pp 184-192, ⟨10.1007/978-3-642-35428-1_23⟩

titre

A Novel Sparse Graphical Approach for Multimodal Brain Connectivity Inference

auteur

Bernard Ng, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion

article

Medical Image Computing and Computer Assisted Intervention, Oct 2012, Nice, France

titre

Non-parametric Density Modeling and Outlier Detection in Medical Imaging Datasets

auteur

Virgile Fritsch, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion

article

Machine Learning in Medical Imaging - Miccai 2012 workshop, Oct 2012, Nice, France. pp.207-214

titre

Learning to rank from medical imaging data

auteur

Fabian Pedregosa, Elodie Cauvet, Gaël Varoquaux, Christophe Pallier, Bertrand Thirion, Alexandre Gramfort

article

Third International Workshop on Machine Learning in Medical Imaging - MLMI 2012, INRIA, Oct 2012, Nice, France

titre

A fast computational framework for genome-wide association studies with neuroimaging data

auteur

Benoit da Mota, Vincent Frouin, Edouard Duchesnay, Soizic Laguitton, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion

article

20th International Conference on Computational Statistics (COMPSTAT 2012), Aug 2012, Limassol, Cyprus

titre

Improved brain pattern recovery through ranking approaches

auteur

Fabian Pedregosa, Elodie Cauvet, Gaël Varoquaux, Christophe Pallier, Bertrand Thirion, Alexandre Gramfort

article

PRNI 2012 : 2nd International Workshop on Pattern Recognition in NeuroImaging, Jul 2012, London, United Kingdom

titre

Decoding Visual Percepts Induced by Word Reading with fMRI

auteur

Alexandre Gramfort, Christophe Pallier, Gaël Varoquaux, Bertrand Thirion

article

Pattern Recognition in NeuroImaging (PRNI), 2012 International Workshop on, Jul 2012, Londres, United Kingdom. pp.13-16, ⟨10.1109/PRNI.2012.20⟩

titre

Connectivity-informed Sparse Classifiers for fMRI Brain Decoding

auteur

Bernard Ng, Viviana Siless, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion, Rafeef Abugharbieh

article

Pattern Recognition in Neuroimaging, Christos Davatzikos, Moritz Grosse-Wentrup, Janaina Mourao-Miranda, Dimitri Van De Ville, Jul 2012, London, United Kingdom

titre

Multilayer Scattering Image Analysis Fits fMRI Activity in Visual Areas

auteur

Michael Eickenberg, Alexandre Gramfort, Bertrand Thirion

article

International Workshop on Pattern Recognition in NeuroImaging, Jul 2012, London, United Kingdom

titre

On spatial selectivity and prediction across conditions with fMRI

auteur

Yannick Schwartz, Gaël Varoquaux, Bertrand Thirion

article

PRNI 2012 : 2nd International Workshop on Pattern Recognition in NeuroImaging, Jul 2012, London, United Kingdom. pp.53-56

titre

Small-sample brain mapping: sparse recovery on spatially correlated designs with randomization and clustering

auteur

Gaël Varoquaux, Alexandre Gramfort, Bertrand Thirion

article

International Conference on Machine Learning, Andrew McCallum, Jun 2012, Edimbourg, United Kingdom

titre

Scikit-learn: Machine Learning in Python

auteur

Fabian Pedregosa, Gaël Varoquaux, Alexandre Gramfort, Vincent Michel, Bertrand Thirion, Olivier Grisel, Mathieu Blondel, Peter Prettenhofer, Ron Weiss, Vincent Dubourg, Jake Vanderplas, Alexandre Passos, David Cournapeau, Matthieu Brucher, Matthieu Perrot, Edouard Duchesnay

article

Journal of Machine Learning Research, 2011

titre

A supervised clustering approach for fMRI-based inference of brain states

auteur

Vincent Michel, Alexandre Gramfort, Gaël Varoquaux, Evelyn Eger, Christine Keribin, Bertrand Thirion

article

Pattern Recognition, 2011, epub ahead of print. ⟨10.1016/j.patcog.2011.04.006⟩

titre

Multiclass Sparse Bayesian Regression for fMRI-Based Prediction

auteur

Vincent Michel, Evelyn Eger, Christine Keribin, Bertrand Thirion

article

International Journal of Biomedical Imaging, 2011, 2011, ⟨10.1155/2011/350838⟩

titre

Total variation regularization for fMRI-based prediction of behaviour.

auteur

Vincent Michel, Alexandre Gramfort, Gaël Varoquaux, Evelyn Eger, Bertrand Thirion

article

IEEE Transactions on Medical Imaging, 2011, 30 (7), pp.1328 - 1340. ⟨10.1109/TMI.2011.2113378⟩

titre

A Comparative Study of Algorithms for Intra- and Inter-subjects fMRI Decoding

auteur

Vincent Michel, Alexandre Gramfort, Evelyn Eger, Gaël Varoquaux, Bertrand Thirion

article

MLINI - Machine Learning and Interpretation in Neuroimaging - 2011, Dec 2011, Sierra Nevada, Spain. pp.1-8, ⟨10.1007/978-3-642-34713-9_1⟩

titre

Statistical Learning for Resting-State fMRI: Successes and Challenges

auteur

Gaël Varoquaux, Bertrand Thirion

article

Machine Learning and Interpretation in Neuroimaging, NIPS workshop, Dec 2011, Sierra Nevada, Spain. pp.172-177, ⟨10.1007/978-3-642-34713-9_22⟩

titre

Beyond brain reading: randomized sparsity and clustering to simultaneously predict and identify

auteur

Alexandre Gramfort, Gaël Varoquaux, Bertrand Thirion

article

NIPS 2011 MLINI Workshop, Dec 2011, Granada, Spain. pp.9-16, ⟨10.1007/978-3-642-34713-9_2⟩

titre

Detecting Outlying Subjects in High-Dimensional Neuroimaging Datasets with Regularized Minimum Covariance Determinant

auteur

Virgile Fritsch, Gaël Varoquaux, Thyreau Benjamin, Jean-Baptiste Poline, Bertrand Thirion

article

Medical Image Computing and Computer Assisted Intervention, Sep 2011, Toronto, Canada. pp. 264-271, ⟨10.1007/978-3-642-23626-6_33⟩

titre

Connectivity-informed fMRI Activation Detection

auteur

Bernard Ng, Abugharbieh Rafeef, Gaël Varoquaux, Jean Baptiste Poline, Bertrand Thirion

article

Medical Image Computing and Computed Aided Intervention, Sep 2011, Toronto, Canada. pp.285-292, ⟨10.1007/978-3-642-23629-7_35⟩

titre

A probabilistic framework to infer brain functional connectivity from anatomical connections

auteur

Fani Deligianni, Gaël Varoquaux, Bertrand Thirion, Emma Robinson, David J. Sharp, David A. Edwards, Daniel Rueckert

article

Information Processing in Medical Imaging, Gábor Székely, Horst Hahn, Jul 2011, Kaufbeuren, Germany. pp.296-307, ⟨10.1007/978-3-642-22092-0_25⟩

titre

Multi-subject dictionary learning to segment an atlas of brain spontaneous activity

auteur

Gaël Varoquaux, Alexandre Gramfort, Fabian Pedregosa, Vincent Michel, Bertrand Thirion

article

Information Processing in Medical Imaging, Gábor Székely, Horst Hahn, Jul 2011, Kaufbeuren, Germany. pp.562-573, ⟨10.1007/978-3-642-22092-0_46⟩

titre

Multi-scale Mining of fMRI Data with Hierarchical Structured Sparsity

auteur

Rodolphe Jenatton, Alexandre Gramfort, Vincent Michel, Guillaume Obozinski, Francis Bach, Bertrand Thirion

article

PRNI 2011 - IEEE International Workshop on Pattern Recognition in NeuroImaging, May 2011, Seoul, South Korea. ⟨10.1109/PRNI.2011.15⟩

titre

Phase delays within visual cortex shape the response to steady-state visual stimulation.

auteur

Benoit Cottereau, Jean Lorenceau, Alexandre Gramfort, Maureen Clerc, Bertrand Thirion, Sylvain Baillet

article

NeuroImage, 2010, 54 (3), pp.1919-1929. ⟨10.1016/j.neuroimage.2010.10.004⟩

titre

A group model for stable multi-subject ICA on fMRI datasets.

auteur

Gaël Varoquaux, Sepideh Sadaghiani, Philippe Pinel, Andreas Kleinschmidt, Jean-Baptiste Poline, Bertrand Thirion

article

NeuroImage, 2010, 51 (1), pp.288-99. ⟨10.1016/j.neuroimage.2010.02.010⟩

titre

Inference of a HARDI fiber bundle atlas using a two-level clustering strategy.

auteur

Pamela Guevara, Cyril Poupon, Denis Rivière, Yann Cointepas, Linda Marrakchi, Maxime Descoteaux, Pierre Fillard, Bertrand Thirion, Jean-François Mangin

article

Medical image computing and computer-assisted intervention : MICCAI .. International Conference on Medical Image Computing and Computer-Assisted Intervention, 2010, 13 (Pt 1), pp.550-7

titre

Brain covariance selection: better individual functional connectivity models using population prior

auteur

Gaël Varoquaux, Alexandre Gramfort, Jean Baptiste Poline, Bertrand Thirion

article

Advances in Neural Information Processing Systems, John Lafferty, Dec 2010, Vancouver, Canada

titre

Detection of brain functional-connectivity difference in post-stroke patients using group-level covariance modeling

auteur

Gaël Varoquaux, Flore Baronnet, Andreas Kleinschmidt, Pierre Fillard, Bertrand Thirion

article

Medical Image Computing and Computer Added Intervention, Tianzi Jiang, Sep 2010, Beijing, China. ⟨10.1007/978-3-642-15705-9_25⟩

titre

Multi-Class Sparse Bayesian Regression for Neuroimaging data analysis

auteur

Vincent Michel, Evelyn Eger, Christine Keribin, Bertrand Thirion

article

International Workshop on Machine Learning in Medical Imaging (MLMI) In conjunction with MICCAI 2010, Sep 2010, Beijing, China. pp.50-58, ⟨10.1007/978-3-642-15948-0⟩

titre

Accurate Definition of Brain Regions Position Through the Functional Landmark Approach

auteur

Bertrand Thirion, Gaël Varoquaux, Jean-Baptiste Poline

article

13th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2010, Beijing, China

titre

Parcellation Schemes and Statistical Tests to Detect Active Regions on the Cortical Surface

auteur

Bertrand Thirion, Alan Tucholka, Jean-Baptiste Poline

article

19th International Conference on Computational Statistics, Aug 2010, Paris, France. pp.565--572

titre

Imaging genetics: bio-informatics and bio-statistics challenges

auteur

Jean-Baptiste Poline, Christophe Lalanne, Arthur Tenenhaus, Edouard Duchesnay, Bertrand Thirion, Vincent Frouin

article

19th International Conference on Computational Statistics, Aug 2010, Paris, France

titre

Total Variation regularization enhances regression-based brain activity prediction

auteur

Vincent Michel, Alexandre Gramfort, Gaël Varoquaux, Bertrand Thirion

article

1st ICPR Workshop on Brain Decoding - Pattern recognition challenges in neuroimaging - 20th International Conference on Pattern Recognition, Aug 2010, Istanbul, Turkey. pp.9-12, ⟨10.1109/WBD.2010.13⟩

titre

Random Forests based feature selection for decoding fMRI data

auteur

Robin Genuer, Vincent Michel, Evelyn Eger, Bertrand Thirion

article

COMPSTAT 2010 - 19th International Conference on Computational Statistics, Aug 2010, Paris, France. pp.1071-1078

titre

A supervised clustering approach for extracting predictive information from brain activation images

auteur

Vincent Michel, Evelyn Eger, Christine Keribin, Jean-Baptiste Poline, Bertrand Thirion

article

Workshop on Mathematical Methods in Biomedical Image Analysis - IEEE Conference on Computer Vision and Pattern Recognition, Jun 2010, San Francisco, United States. pp.08

titre

ICA-based sparse feature recovery from fMRI datasets

auteur

Gaël Varoquaux, Merlin Keller, Jean Baptiste Poline, Philippe Ciuciu, Bertrand Thirion

article

Biomedical Imaging, IEEE International Symposium on, Apr 2010, Rotterdam, Netherlands. pp.1177

titre

An automatic valuation system in the human brain: evidence from functional neuroimaging.

auteur

Maël Lebreton, Soledad Jorge, Vincent Michel, Bertrand Thirion, Mathias Pessiglione

article

Neuron, 2009, 64 (3), pp.431-9. ⟨10.1016/j.neuron.2009.09.040⟩

titre

Deciphering cortical number coding from human brain activity patterns.

auteur

Evelyn Eger, Vincent Michel, Bertrand Thirion, Alexis Amadon, Stanislas Dehaene, Andreas Kleinschmidt

article

Current Biology - CB, 2009, 19 (19), pp.1608-15. ⟨10.1016/j.cub.2009.08.047⟩

titre

Recruitment of an area involved in eye movements during mental arithmetic.

auteur

André Knops, Bertrand Thirion, Edward M Hubbard, Vincent Michel, Stanislas Dehaene

article

Science, 2009, 324 (5934), pp.1583-5. ⟨10.1126/science.1171599⟩

titre

Discriminative network models of Schizophrenia

auteur

Guillermo A. Cecchi, Irina Rish, Benjamin Thyreau, Bertrand Thirion, Marion Plaze, Jean-Luc Martinot, Marie-Laure Pallière-Martinot, Jean-Baptiste Poline

article

NIPS 2009 - 23rd Annual Conference on Neural Information Processing Systems, Dec 2009, Vancouver, Canada. pp.252-260

titre

Surface-based versus volume-based fMRI group analysis: a case study

auteur

Alan Tucholka, Merlin Keller, Jean-Baptiste Poline, Alexis Roche, Bertrand Thirion

article

MICCAI 2009 Functional NeuroImaging Workshop, Bertrand Thirion, Alexis Roche, Philippe Ciuciu, Sep 2009, Londres, United Kingdom

titre

CanICA: Model-based extraction of reproducible group-level ICA patterns from fMRI time series

auteur

Gaël Varoquaux, Sepideh Sadaghiani, Jean Baptiste Poline, Bertrand Thirion

article

Medical Image Computing and Computer Aided Intervention, Sep 2009, London, United Kingdom. pp.1

titre

Adaptive multi-class Bayesian sparse regression - An application to brain activity classification

auteur

Vincent Michel, Evelyn Eger, Christine Keribin, Bertrand Thirion

article

MICCAI 2009: fMRI data analysis workshop - Medical Image Computing and Computer Aided Intervention, Sep 2009, London, United Kingdom. pp.1

titre

A fully Bayesian approach to the parcel-based detection-estimation of brain activity in fMRI.

auteur

Salima Makni, Jérôme Idier, Thomas Vincent, Bertrand Thirion, Ghislaine Dehaene-Lambertz, Philippe Ciuciu

article

NeuroImage, 2008, 41 (3), pp.941-69. ⟨10.1016/j.neuroimage.2008.02.017⟩

titre

Connectivity-Based Parcellation of the Cortical Mantle Using q-Ball Diffusion Imaging

auteur

Muriel Perrin, Yann Cointepas, Arnaud Cachia, Cyril Poupon, Bertrand Thirion, Denis Rivière, Pascal Cathier, Vincent El Kouby, André Constantinesco, Denis Le Bihan, Jean-François Mangin

article

International Journal of Biomedical Imaging, 2008, 2008, pp.368406. ⟨10.1155/2008/368406⟩

titre

Probabilistic anatomo-functional parcellation of the cortex: how many regions?

auteur

Alan Tucholka, Bertrand Thirion, Matthieu Perrot, Philippe Pinel, Jean-François Mangin, Jean-Baptiste Poline

article

Medical image computing and computer-assisted intervention : MICCAI .. International Conference on Medical Image Computing and Computer-Assisted Intervention, 2008, 11 (Pt 2), pp.399-406. ⟨10.1007/978-3-540-85990-1_48⟩

titre

Mutual information-based feature selection enhances fMRI brain activity classification

auteur

Vincent Michel, Cécilia Damon, Bertrand Thirion

article

2008 5th IEEE international symposium on biomedical imaging: From nano to macro, May 2008, Paris, France. pp.592 - 595, ⟨10.1109/ISBI.2008.4541065⟩

titre

Analysis of a large fMRI cohort: Statistical and methodological issues for group analyses.

auteur

Bertrand Thirion, Philippe Pinel, Sébastien Mériaux, Alexis Roche, Stanislas Dehaene, Jean-Baptiste Poline

article

NeuroImage, 2007, 35 (1), pp.105-20. ⟨10.1016/j.neuroimage.2006.11.054⟩

titre

Challenging the estimation of cortical activity from MEG with simulated fMRI-constrained retinotopic maps.

auteur

Alexandre Gramfort, Benoit Cottereau, Maureen Clerc, Bertrand Thirion, Sylvain Baillet

article

Conference proceedings : .. Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2007, 2007, pp.4945-8. ⟨10.1109/IEMBS.2007.4353450⟩

titre

Fast reproducible identification and large-scale databasing of individual functional cognitive networks

auteur

Philippe Pinel, Bertrand Thirion, Sébastien Meriaux, Antoinette Jobert, Julien Serres, Denis Le Bihan, Jean-Baptiste Poline, Stanislas Dehaene

article

BMC Neuroscience, 2007, 8 (1), pp.91. ⟨10.1186/1471-2202-8-91⟩