Bertrand Thirion

Gabriel Antoniu, Alexandru Costan, Benoit Da Mota, Bertrand Thirion, Radu Tudoran: A-Brain: Using the Cloud to Understand the Impact of Genetic Variability on the Brain. ERCIM News 2012(89) (2012)

Virgile Fritsch, Gaël Varoquaux, Benjamin Thyreau, Jean-Baptiste Poline, Bertrand Thirion: Detecting outliers in high-dimensional neuroimaging datasets with robust covariance estimators. Medical Image Analysis 16(7): 1359-1370 (2012)

Benjamin Thyreau, Yannick Schwartz, Bertrand Thirion, Vincent Frouin, Eva Loth, Sabine Vollstädt-Klein, Tomas Paus, Eric Artiges, Patricia J. Conrod, Gunter Schumann, Robert Whelan, Jean-Baptiste Poline: Very large fMRI study using the IMAGEN database: Sensitivity-specificity and population effect modeling in relation to the underlying anatomy. NeuroImage 61(1): 295-303 (2012)

Edith Le Floch, 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, Edouard Duchesnay: Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares. NeuroImage 63(1): 11-24 (2012)

Alan Tucholka, Virgile Fritsch, Jean-Baptiste Poline, Bertrand Thirion: An empirical comparison of surface-based and volume-based group studies in neuroimaging. NeuroImage 63(3): 1443-1453 (2012)

Vincent Michel, Alexandre Gramfort, Gaël Varoquaux, Evelyn Eger, Christine Keribin, Bertrand Thirion: A supervised clustering approach for fMRI-based inference of brain states. Pattern Recognition 45(6): 2041-2049 (2012)

Rodolphe Jenatton, Alexandre Gramfort, Vincent Michel, Guillaume Obozinski, Evelyn Eger, Francis Bach, Bertrand Thirion: Multiscale Mining of fMRI Data with Hierarchical Structured Sparsity. SIAM J. Imaging Sciences 5(3): 835-856 (2012)

Gaël Varoquaux, Alexandre Gramfort, Bertrand Thirion: Small-sample brain mapping: sparse recovery on spatially correlated designs with randomization and clustering. ICML 2012

Viviana Siless, Joan Glaunes, Pamela Guevara, Jean-François Mangin, Cyril Poupon, Denis Le Bihan, Bertrand Thirion, Pierre Fillard: Joint T1 and Brain Fiber Log-Demons Registration Using Currents to Model Geometry. MICCAI (2) 2012: 57-65

Sylvain Takerkart, Guillaume Auzias, Bertrand Thirion, Daniele Schön, Liva Ralaivola: Graph-Based Inter-subject Classification of Local fMRI Patterns. MLMI 2012: 184-192

Virgile Fritsch, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion: Non-parametric Density Modeling and Outlier-Detection in Medical Imaging Datasets. MLMI 2012: 210-217

Fabian Pedregosa, Elodie Cauvet, Gaël Varoquaux, Christophe Pallier, Bertrand Thirion, Alexandre Gramfort: Learning to Rank from Medical Imaging Data. MLMI 2012: 234-241

Yannick Schwartz, Gaël Varoquaux, Christophe Pallier, Philippe Pinel, Jean-Baptiste Poline, Bertrand Thirion: Improving Accuracy and Power with Transfer Learning Using a Meta-analytic Database. MICCAI (3) 2012: 248-255

Bernard Ng, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion: A Novel Sparse Graphical Approach for Multimodal Brain Connectivity Inference. MICCAI (1) 2012: 707-714

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: Scikit-learn: Machine Learning in Python. CoRR abs/1201.0490 (2012)

Fabian Pedregosa, Alexandre Gramfort, Gaël Varoquaux, Bertrand Thirion, Christophe Pallier, Elodie Cauvet: Improved brain pattern recovery through ranking approaches. CoRR abs/1207.3520 (2012)

Fabian Pedregosa, Alexandre Gramfort, Gaël Varoquaux, Elodie Cauvet, Christophe Pallier, Bertrand Thirion: Learning to rank from medical imaging data. CoRR abs/1207.3598 (2012)

Yannick Schwartz, Gaël Varoquaux, Bertrand Thirion: On spatial selectivity and prediction across conditions with fMRI. CoRR abs/1209.1450 (2012)

Vincent Michel, Evelyn Eger, Christine Keribin, Bertrand Thirion: Multiclass Sparse Bayesian Regression for fMRI-Based Prediction. Int. J. Biomedical Imaging 2011 (2011)

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: Scikit-learn: Machine Learning in Python. Journal of Machine Learning Research 12: 2825-2830 (2011)

Benoit Cottereau, Jean Lorenceau, Alexandre Gramfort, Maureen Clerc, Bertrand Thirion, Sylvain Baillet: Phase delays within visual cortex shape the response to steady-state visual stimulation. NeuroImage 54(3): 1919-1929 (2011)

Pamela Guevara, Cyril Poupon, Denis Rivière, Yann Cointepas, Maxime Descoteaux, Bertrand Thirion, Jean-François Mangin: Robust clustering of massive tractography datasets. NeuroImage 54(3): 1975-1993 (2011)

Vincent Michel, Alexandre Gramfort, Gaël Varoquaux, Evelyn Eger, Bertrand Thirion: Total Variation Regularization for fMRI-Based Prediction of Behavior. IEEE Trans. Med. Imaging 30(7): 1328-1340 (2011)

Fani Deligianni, Gaël Varoquaux, Bertrand Thirion, Emma C. Robinson, David J. Sharp, A. David Edwards, Daniel Rueckert: A Probabilistic Framework to Infer Brain Functional Connectivity from Anatomical Connections. IPMI 2011: 296-307

Gaël Varoquaux, Alexandre Gramfort, Fabian Pedregosa, Vincent Michel, Bertrand Thirion: Multi-subject Dictionary Learning to Segment an Atlas of Brain Spontaneous Activity. IPMI 2011: 562-573

Virgile Fritsch, Gaël Varoquaux, Benjamin Thyreau, Jean-Baptiste Poline, Bertrand Thirion: Detecting Outlying Subjects in High-Dimensional Neuroimaging Datasets with Regularized Minimum Covariance Determinant. MICCAI (3) 2011: 264-271

Bernard Ng, Rafeef Abugharbieh, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion: Connectivity-Informed fMRI Activation Detection. MICCAI (2) 2011: 285-292

Vincent Michel, Alexandre Gramfort, Evelyn Eger, Gaël Varoquaux, Bertrand Thirion: A Comparative Study of Algorithms for Intra- and Inter-subjects fMRI Decoding. MLINI 2011: 1-8

Alexandre Gramfort, Gaël Varoquaux, Bertrand Thirion: Beyond Brain Reading: Randomized Sparsity and Clustering to Simultaneously Predict and Identify. MLINI 2011: 9-16

Gaël Varoquaux, Bertrand Thirion: Statistical Learning for Resting-State fMRI: Successes and Challenges. MLINI 2011: 172-177

Fani Deligianni, Gaël Varoquaux, Bertrand Thirion, Emma C. Robinson, David J. Sharp, A. David Edwards, Daniel Rueckert: Relating Brain Functional Connectivity to Anatomical Connections: Model Selection. MLINI 2011: 178-185

Vincent Michel, Alexandre Gramfort, Gaël Varoquaux, Evelyn Eger, Bertrand Thirion: Total variation regularization for fMRI-based prediction of behaviour. CoRR abs/1102.1101 (2011)

Vincent Michel, Alexandre Gramfort, Gaël Varoquaux, Evelyn Eger, Christine Keribin, Bertrand Thirion: A supervised clustering approach for fMRI-based inference of brain states. CoRR abs/1104.5304 (2011)

Gaël Varoquaux, Sepideh Sadaghiani, Philippe Pinel, Andreas Kleinschmidt, Jean-Baptiste Poline, Bertrand Thirion: A group model for stable multi-subject ICA on fMRI datasets. NeuroImage 51(1): 288-299 (2010)

Gaël Varoquaux, Merlin Keller, Jean-Baptiste Poline, Philippe Ciuciu, Bertrand Thirion: ICA-based sparse features recovery from FMRI datasets. ISBI 2010: 1177-1180

Vincent Michel, Evelyn Eger, Christine Keribin, Bertrand Thirion: Multi-Class Sparse Bayesian Regression for Neuroimaging Data Analysis. MLMI 2010: 50-57

Gaël Varoquaux, Flore Baronnet, Andreas Kleinschmidt, Pierre Fillard, Bertrand Thirion: Detection of Brain Functional-Connectivity Difference in Post-stroke Patients Using Group-Level Covariance Modeling. MICCAI (1) 2010: 200-208

Bertrand Thirion, Gaël Varoquaux, Jean-Baptiste Poline: Accurate Definition of Brain Regions Position through the Functional Landmark Approach. MICCAI (2) 2010: 241-248

Pamela Guevara, Cyril Poupon, Denis Rivière, Yann Cointepas, Linda Marrakchi-Kacem, Maxime Descoteaux, Pierre Fillard, Bertrand Thirion, Jean-François Mangin: Inference of a HARDI Fiber Bundle Atlas Using a Two-Level Clustering Strategy. MICCAI (1) 2010: 550-557

Gaël Varoquaux, Alexandre Gramfort, Jean-Baptiste Poline, Bertrand Thirion: Brain covariance selection: better individual functional connectivity models using population prior. NIPS 2010: 2334-2342

Guillermo A. Cecchi, Irina Rish, Benjamin Thyreau, Bertrand Thirion, Marion Plaze, Marie-Laure Paillere-Martinot, Catherine Martelli, Jean-Luc Martinot, Jean-Baptiste Poline: Discriminative Network Models of Schizophrenia. NIPS 2009: 252-260

Gaël Varoquaux, Sepideh Sadaghiani, Jean-Baptiste Poline, Bertrand Thirion: CanICA: Model-based extraction of reproducible group-level ICA patterns from fMRI time series. CoRR abs/0911.4650 (2009)

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: Connectivity-Based Parcellation of the Cortical Mantle Using q-Ball Diffusion Imaging. Int. J. Biomedical Imaging 2008 (2008)

Salima Makni, Jérôme Idier, Thomas Vincent, Bertrand Thirion, Ghislaine Dehaene-Lambertz, Philippe Ciuciu: A fully Bayesian approach to the parcel-based detection-estimation of brain activity in fMRI. NeuroImage 41(3): 941-969 (2008)

Thomas Vincent, Philippe Ciuciu, Bertrand Thirion: Sensitivity analysis of parcellation in the joint detection-estimation of brain activity in fMRI. ISBI 2008: 568-571

Vincent Michel, Cécilia Damon, Bertrand Thirion: Mutual information-based feature selection enhances fMRI brain activity classification. ISBI 2008: 592-595

Alan Tucholka, Bertrand Thirion, Philippe Pinel, Jean-Baptiste Poline, Jean-Francois Mangin: Triangulating cortical functional networks with anatomical landmarks. ISBI 2008: 612-615

Zhong Yi Sun, Denis Rivière, Edouard Duchesnay, Bertrand Thirion, Fabrice Poupon, Jean-Francois Mangin: Defining cortical sulcus patterns using partial clustering based on bootstrap and bagging. ISBI 2008: 1629-1632

Alan Tucholka, Bertrand Thirion, Matthieu Perrot, Philippe Pinel, Jean-Francois Mangin, Jean-Baptiste Poline: Probabilistic Anatomo-Functional Parcellation of the Cortex: How Many Regions?. MICCAI (2) 2008: 399-406

Bertrand Thirion, Philippe Pinel, Alan Tucholka, Alexis Roche, Philippe Ciuciu, Jean-Francois Mangin, Jean-Baptiste Poline: Structural Analysis of fMRI Data Revisited: Improving the Sensitivity and Reliability of fMRI Group Studies. IEEE Trans. Med. Imaging 26(9): 1256-1269 (2007)

Bertrand Thirion, Alan Tucholka, Merlin Keller, Philippe Pinel, Alexis Roche, Jean-Francois Mangin, Jean-Baptiste Poline: High Level Group Analysis of FMRI Data Based on Dirichlet Process Mixture Models. IPMI 2007: 482-494

Sébastien Mériaux, Alexis Roche, Bertrand Thirion, Ghislaine Dehaene-Lambertz: Robust statistics for nonparametric group analysis in fMRI. ISBI 2006: 936-939

Bertrand Thirion, Edouard Duchesnay, Edward Hubbard, Jessica Dubois, Jean-Baptiste Poline, Stanislas Dehaene: Reading the brain visual system as an inverse problem. ISBI 2006: 1060-1063

Bertrand Thirion, Philippe Pinel, Jean-Baptiste Poline: Finding Landmarks in the Functional Brain: Detection and Use for Group Characterization. MICCAI (2) 2005: 476-483

Bertrand Thirion, Olivier D. Faugeras: Feature characterization in fMRI data: the Information Bottleneck approach. Medical Image Analysis 8(4): 403-419 (2004)

Olivier D. Faugeras, Bertrand Thirion: Nonlinear Dimension Reduction of fMRI Data: The Laplacian Embedding Approach. ISBI 2004: 372-375

Bertrand Thirion, Olivier D. Faugeras: Dynamical Components Analysis of FMRI Data: A Second Order Solution. EUROCAST 2003: 552-563

Bertrand Thirion, Olivier D. Faugeras: Feature Detection in fMRI Data: The Information Bottleneck Approach. MICCAI (2) 2003: 83-91

Bertrand Thirion, Olivier D. Faugeras: Dynamical components analysis of fMRI data. ISBI 2002: 915-918

Bertrand Thirion, Benedicte Bascle, Visvanathan Ramesh, Nassir Navab: Fusion of Color, Shading and Boundary Information for Factory Pipe Segmentation. CVPR 2000: 2349-2356