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2020 – today
- 2020
[j45]Hicham Janati, Thomas Bazeille, Bertrand Thirion, Marco Cuturi, Alexandre Gramfort:
Multi-subject MEG/EEG source imaging with sparse multi-task regression. NeuroImage 220: 116847 (2020)- [i34]Hugo Richard, Luigi Gresele, Aapo Hyvärinen, Bertrand Thirion, Alexandre Gramfort, Pierre Ablin:
Modeling Shared Responses in Neuroimaging Studies through MultiView ICA. CoRR abs/2006.06635 (2020) - [i33]Jérôme-Alexis Chevalier, Alexandre Gramfort, Joseph Salmon, Bertrand Thirion:
Statistical control for spatio-temporal MEG/EEG source imaging with desparsified multi-task Lasso. CoRR abs/2009.14310 (2020)
2010 – 2019
- 2019
- [d1]Tal Yarkoni
, Christopher J. Markiewicz, Alejandro de la Vega, Krzysztof J. Gorgolewski, Taylor Salo, Yaroslav O. Halchenko, Quinten McNamara, Krista Destasio, Jean-Baptiste Poline, Dmitry Petrov, Valérie Hayot-Sasson, Dylan Nielson, Johan D. Carlin, Gregory Kiar, Kirstie J. Whitaker, Elizabeth Dupre, Adina Wagner, Lee S. Tirrell, Mainak Jas, Michael Hanke, Russell A. Poldrack, Oscar Esteban, Stefan Appelhoff, Chris Holdgraf, Isla Staden, Bertrand Thirion, Dave F. Kleinschmidt, John Lee, Matteo di Castello, Michael Notter, Ross Blair:
PyBIDS: Python tools for BIDS datasets. J. Open Source Softw. 4(40): 1294 (2019) - [j44]Mehdi Rahim, Bertrand Thirion, Gaël Varoquaux:
Population shrinkage of covariance (PoSCE) for better individual brain functional-connectivity estimation. Medical Image Anal. 54: 138-148 (2019) - [j43]Jessica Lebenberg, Jean-François Mangin, Bertrand Thirion, Cyril Poupon, Lucie Hertz-Pannier, François Leroy, P. Adibpour, Ghislaine Dehaene-Lambertz, Jessica Dubois:
Mapping the asynchrony of cortical maturation in the infant brain: A MRI multi-parametric clustering approach. NeuroImage 185: 641-653 (2019) - [j42]Kamalaker Dadi, Mehdi Rahim, Alexandre Abraham, Darya Chyzhyk, Michael P. Milham, Bertrand Thirion, Gaël Varoquaux:
Benchmarking functional connectome-based predictive models for resting-state fMRI. NeuroImage 192: 115-134 (2019) - [j41]Philippe Pinel, Baudouin Forgeot d'Arc, Stanislas Dehaene, Thomas Bourgeron, Bertrand Thirion, Denis Le Bihan, Cyril Poupon:
The functional database of the ARCHI project: Potential and perspectives. NeuroImage 197: 527-543 (2019) - [j40]Andrés Hoyos Idrobo, Gaël Varoquaux, Jonas Kahn, Bertrand Thirion:
Recursive Nearest Agglomeration (ReNA): Fast Clustering for Approximation of Structured Signals. IEEE Trans. Pattern Anal. Mach. Intell. 41(3): 669-681 (2019) - [c91]Sergül Aydöre, Bertrand Thirion, Gaël Varoquaux:
Feature Grouping as a Stochastic Regularizer for High-Dimensional Structured Data. ICML 2019: 385-394 - [c90]Thomas Bazeille, Hugo Richard, Hicham Janati, Bertrand Thirion:
Local Optimal Transport for Functional Brain Template Estimation. IPMI 2019: 237-248 - [c89]Tuan-Binh Nguyen, Jérôme-Alexis Chevalier, Bertrand Thirion:
ECKO: Ensemble of Clustered Knockoffs for Robust Multivariate Inference on fMRI Data. IPMI 2019: 454-466 - [c88]Hicham Janati, Thomas Bazeille, Bertrand Thirion, Marco Cuturi, Alexandre Gramfort:
Group Level MEG/EEG Source Imaging via Optimal Transport: Minimum Wasserstein Estimates. IPMI 2019: 743-754 - [i32]Hicham Janati, Thomas Bazeille, Bertrand Thirion, Marco Cuturi, Alexandre Gramfort:
Group level MEG/EEG source imaging via optimal transport: minimum Wasserstein estimates. CoRR abs/1902.04812 (2019) - [i31]Hugo Richard, Lucas Martin, Ana Luisa Pinho, Jonathan Pillow, Bertrand Thirion:
Fast shared response model for fMRI data. CoRR abs/1909.12537 (2019) - [i30]Hicham Janati, Thomas Bazeille, Bertrand Thirion, Marco Cuturi, Alexandre Gramfort:
Multi-subject MEG/EEG source imaging with sparse multi-task regression. CoRR abs/1910.01914 (2019) - 2018
- [j39]Andrés Hoyos Idrobo, Gaël Varoquaux, Yannick Schwartz, Bertrand Thirion:
FReM - Scalable and stable decoding with fast regularized ensemble of models. NeuroImage 180(Part): 160-172 (2018) - [j38]João Loula, Gaël Varoquaux, Bertrand Thirion:
Decoding fMRI activity in the time domain improves classification performance. NeuroImage 180(Part): 203-210 (2018) - [j37]Gaël Varoquaux, Yannick Schwartz, Russell A. Poldrack, Baptiste Gauthier, Danilo Bzdok, Jean-Baptiste Poline, Bertrand Thirion:
Atlases of cognition with large-scale human brain mapping. PLoS Comput. Biol. 14(11) (2018) - [j36]Arthur Mensch, Julien Mairal, Bertrand Thirion, Gaël Varoquaux:
Stochastic Subsampling for Factorizing Huge Matrices. IEEE Trans. Signal Process. 66(1): 113-128 (2018) - [c87]Jérôme Dockès, Demian Wassermann, Russell A. Poldrack, Fabian M. Suchanek, Bertrand Thirion, Gaël Varoquaux:
Text to Brain: Predicting the Spatial Distribution of Neuroimaging Observations from Text Reports. MICCAI (3) 2018: 584-592 - [c86]Jérôme-Alexis Chevalier, Joseph Salmon, Bertrand Thirion:
Statistical Inference with Ensemble of Clustered Desparsified Lasso. MICCAI (1) 2018: 638-646 - [c85]Darya Chyzhyk, Gaël Varoquaux, Bertrand Thirion, Michael P. Milham:
Controlling a confound in predictive models with a test set minimizing its effect. PRNI 2018: 1-4 - [i29]Jérôme Dockès, Demian Wassermann, Russell A. Poldrack, Fabian M. Suchanek, Bertrand Thirion, Gaël Varoquaux:
Text to brain: predicting the spatial distribution of neuroimaging observations from text reports. CoRR abs/1806.01139 (2018) - [i28]Sergül Aydöre, Bertrand Thirion, Olivier Grisel, Gaël Varoquaux:
Using Feature Grouping as a Stochastic Regularizer for High-Dimensional Noisy Data. CoRR abs/1807.11718 (2018) - [i27]Hugo Richard, Ana Luisa Pinho, Bertrand Thirion, Guillaume Charpiat:
Optimizing deep video representation to match brain activity. CoRR abs/1809.02440 (2018) - [i26]Arthur Mensch, Julien Mairal, Bertrand Thirion, Gaël Varoquaux:
Extracting Universal Representations of Cognition across Brain-Imaging Studies. CoRR abs/1809.06035 (2018) - [i25]Andre Manoel, Florent Krzakala, Gaël Varoquaux, Bertrand Thirion, Lenka Zdeborová:
Approximate message-passing for convex optimization with non-separable penalties. CoRR abs/1809.06304 (2018) - 2017
- [j35]Gaël Varoquaux, Pradeep Reddy Raamana, Denis A. Engemann, Andrés Hoyos Idrobo, Yannick Schwartz, Bertrand Thirion:
Assessing and tuning brain decoders: Cross-validation, caveats, and guidelines. NeuroImage 145: 166-179 (2017) - [j34]Alexandre Abraham, Michael P. Milham, Adriana Di Martino, R. Cameron Craddock, Dimitris Samaras, Bertrand Thirion, Gaël Varoquaux:
Deriving reproducible biomarkers from multi-site resting-state data: An Autism-based example. NeuroImage 147: 736-745 (2017) - [j33]Michael Eickenberg, Alexandre Gramfort, Gaël Varoquaux, Bertrand Thirion:
Seeing it all: Convolutional network layers map the function of the human visual system. NeuroImage 152: 184-194 (2017) - [j32]Mehdi Rahim, Bertrand Thirion, Danilo Bzdok, Irène Buvat, Gaël Varoquaux:
Joint prediction of multiple scores captures better individual traits from brain images. NeuroImage 158: 145-154 (2017) - [c84]Danilo Bzdok, Michael Eickenberg, Gaël Varoquaux, Bertrand Thirion:
Hierarchical Region-Network Sparsity for High-Dimensional Inference in Brain Imaging. IPMI 2017: 323-335 - [c83]Mehdi Rahim, Bertrand Thirion, Gaël Varoquaux:
Population-Shrinkage of Covariance to Estimate Better Brain Functional Connectivity. MICCAI (1) 2017: 460-468 - [c82]Arthur Mensch, Julien Mairal, Danilo Bzdok, Bertrand Thirion, Gaël Varoquaux:
Learning Neural Representations of Human Cognition across Many fMRI Studies. NIPS 2017: 5883-5893 - [c81]Andrés Hoyos Idrobo, Gaël Varoquaux, Bertrand Thirion:
Towards a faster randomized parcellation based inference. PRNI 2017: 1-4 - [c80]Mehdi Rahim, Bertrand Thirion, Gaël Varoquaux:
Multi-output predictions from neuroimaging: assessing reduced-rank linear models. PRNI 2017: 1-4 - [i24]Arthur Mensch, Julien Mairal, Bertrand Thirion, Gaël Varoquaux:
Stochastic Subsampling for Factorizing Huge Matrices. CoRR abs/1701.05363 (2017) - [i23]Arthur Mensch, Julien Mairal, Danilo Bzdok, Bertrand Thirion, Gaël Varoquaux:
Learning Neural Representations of Human Cognition across Many fMRI Studies. CoRR abs/1710.11438 (2017) - [i22]Michael Eickenberg, Gaël Varoquaux, Bertrand Thirion, Alexandre Gramfort:
Convolutional Network Layers Map the Function of the Human Visual Cortex. ERCIM News 2017(108) (2017) - [i21]Arthur Mensch, Julien Mairal, Bertrand Thirion, Gaël Varoquaux:
Subsampling Enables Fast Factorisation of Huge Matrices into Sparse Signals. ERCIM News 2017(108) (2017) - 2016
- [j31]Mehdi Rahim, Bertrand Thirion, Claude Comtat, Gaël Varoquaux:
Transmodal Learning of Functional Networks for Alzheimer's Disease Prediction. IEEE J. Sel. Top. Signal Process. 10(7): 1204-1213 (2016) - [j30]Danilo Bzdok, Gaël Varoquaux, Olivier Grisel, Michael Eickenberg, Cyril Poupon, Bertrand Thirion:
Formal Models of the Network Co-occurrence Underlying Mental Operations. PLoS Comput. Biol. 12(6) (2016) - [j29]Bernard Ng, Gaël Varoquaux, Jean-Baptiste Poline, Michael D. Greicius, Bertrand Thirion:
Transport on Riemannian Manifold for Connectivity-Based Brain Decoding. IEEE Trans. Medical Imaging 35(1): 208-216 (2016) - [c79]Elvis Dohmatob, Michael Eickenberg, Bertrand Thirion, Gaël Varoquaux:
Local Q-linear convergence and finite-time active set identification of ADMM on a class of penalized regression problems. ICASSP 2016: 4752-4756 - [c78]Arthur Mensch, Julien Mairal, Bertrand Thirion, Gaël Varoquaux:
Dictionary Learning for Massive Matrix Factorization. ICML 2016: 1737-1746 - [c77]Arthur Mensch, Gaël Varoquaux, Bertrand Thirion:
Compressed online dictionary learning for fast resting-state fMRI decomposition. ISBI 2016: 1282-1285 - [c76]Elvis Dohmatob, Arthur Mensch, Gaël Varoquaux, Bertrand Thirion:
Learning brain regions via large-scale online structured sparse dictionary learning. NIPS 2016: 4610-4618 - [c75]Kamalaker Dadi, Alexandre Abraham, Mehdi Rahim, Bertrand Thirion, Gaël Varoquaux:
Comparing functional connectivity based predictive models across datasets. PRNI 2016: 1-4 - [c74]Andrés Hoyos Idrobo, Gaël Varoquaux, Bertrand Thirion:
Fast brain decoding with random sampling and random projections. PRNI 2016: 1-4 - [c73]Gaël Varoquaux, Matthieu Kowalski, Bertrand Thirion:
Social-sparsity brain decoders: faster spatial sparsity. PRNI 2016: 1-4 - [i20]Arthur Mensch, Gaël Varoquaux, Bertrand Thirion:
Compressed Online Dictionary Learning for Fast fMRI Decomposition. CoRR abs/1602.02701 (2016) - [i19]Arthur Mensch, Julien Mairal, Bertrand Thirion, Gaël Varoquaux:
Dictionary Learning for Massive Matrix Factorization. CoRR abs/1605.00937 (2016) - [i18]Gaël Varoquaux, Matthieu Kowalski, Bertrand Thirion:
Social-sparsity brain decoders: faster spatial sparsity. CoRR abs/1606.06439 (2016) - [i17]Andrés Hoyos Idrobo, Gaël Varoquaux, Jonas Kahn, Bertrand Thirion:
Recursive nearest agglomeration (ReNA): fast clustering for approximation of structured signals. CoRR abs/1609.04608 (2016) - 2015
- [j28]Fabian Pedregosa, Michael Eickenberg, Philippe Ciuciu, Bertrand Thirion, Alexandre Gramfort:
Data-driven HRF estimation for encoding and decoding models. NeuroImage 104: 209-220 (2015) - [j27]Virgile Fritsch, Benoit Da Mota, Eva Loth, Gaël Varoquaux, Tobias Banaschewski, Gareth J. Barker, Arun L. W. Bokde, Rüdiger Brühl, Brigitte Butzek, Patricia J. Conrod, Herta Flor, Hugh Garavan, Hervé Lemaître, Karl Mann, Frauke Nees, Tomás Paus, Daniel J. Schad, Gunter Schümann, Vincent Frouin, Jean-Baptiste Poline, Bertrand Thirion:
Robust regression for large-scale neuroimaging studies. NeuroImage 111: 431-441 (2015) - [c72]Bernard Ng, Jean-Baptiste Poline, Bertrand Thirion, Michael D. Greicius:
Bootstrapped Permutation Test for Multiresponse Inference on Brain Behavior Associations. IPMI 2015: 113-124 - [c71]Jessica Lebenberg, Cyril Poupon, Bertrand Thirion, François Leroy, Jean-François Mangin, Ghislaine Dehaene-Lambertz, Jessica Dubois:
Clustering the infant brain tissues based on microstructural properties and maturation assessment using multi-parametric MRI. ISBI 2015: 148-151 - [c70]Mehdi Rahim, Bertrand Thirion, Alexandre Abraham, Michael Eickenberg, Elvis Dohmatob, Claude Comtat, Gaël Varoquaux:
Integrating Multimodal Priors in Predictive Models for the Functional Characterization of Alzheimer's Disease. MICCAI (1) 2015: 207-214 - [c69]Michael Eickenberg, Elvis Dohmatob, Bertrand Thirion, Gaël Varoquaux:
Grouping Total Variation and Sparsity: Statistical Learning with Segmenting Penalties. MICCAI (1) 2015: 685-693 - [c68]Danilo Bzdok, Michael Eickenberg, Olivier Grisel, Bertrand Thirion, Gaël Varoquaux:
Semi-Supervised Factored Logistic Regression for High-Dimensional Neuroimaging Data. NIPS 2015: 3348-3356 - [c67]Elvis Dohmatob, Michael Eickenberg, Bertrand Thirion, Gaël Varoquaux:
Speeding-Up Model-Selection in Graphnet via Early-Stopping and Univariate Feature-Screening. PRNI 2015: 17-20 - [c66]Andrés Hoyos Idrobo, Yannick Schwartz, Gaël Varoquaux, Bertrand Thirion:
Improving Sparse Recovery on Structured Images with Bagged Clustering. PRNI 2015: 73-76 - [i16]Bertrand Thirion, Andrés Hoyos Idrobo, Jonas Kahn, Gaël Varoquaux:
Fast clustering for scalable statistical analysis on structured images. CoRR abs/1511.04898 (2015) - [i15]Gaël Varoquaux, Michael Eickenberg, Elvis Dohmatob, Bertrand Thirion:
FAASTA: A fast solver for total-variation regularization of ill-conditioned problems with application to brain imaging. CoRR abs/1512.06999 (2015) - 2014
- [j26]Alexandre Abraham, Fabian Pedregosa, Michael Eickenberg, Philippe Gervais, Andreas Mueller, Jean Kossaifi, Alexandre Gramfort, Bertrand Thirion, Gaël Varoquaux:
Machine learning for neuroimaging with scikit-learn. Frontiers Neuroinformatics 8: 14 (2014) - [j25]Benoit Da Mota, Radu Tudoran, Alexandru Costan, Gaël Varoquaux, Goetz Brasche, Patricia J. Conrod, Hervé Lemaître, Tomás Paus, Marcella Rietschel, Vincent Frouin, Jean-Baptiste Poline, Gabriel Antoniu, Bertrand Thirion:
Generic Machine Learning Pattern for Neuroimaging-Genetic Studies in the Cloud. Frontiers Neuroinformatics 8: 31 (2014) - [j24]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, Tomás Paus, Zdenka Pausova, Marcella Rietschel, Michael N. Smolka, Andreas Ströhle, Vincent Frouin, Jean-Baptiste Poline, Bertrand Thirion:
Randomized parcellation based inference. NeuroImage 89: 203-215 (2014) - [j23]Katrin Amunts, Michael Hawrylycz, David C. Van Essen, John D. Van Horn, Noam Harel, Jean-Baptiste Poline, Federico De Martino, Jan G. Bjaalie, Ghislaine Dehaene-Lambertz, Stanislas Dehaene, Pedro A. Valdés-Sosa, Bertrand Thirion, Karl Zilles, Sean L. Hill, M. B. Abrams, Peter A. Tass, Wim Vanduffel, Alan C. Evans, Simon B. Eickhoff:
Interoperable atlases of the human brain. NeuroImage 99: 525-532 (2014) - [c65]Fernando Yepes-Calderon, Fabian Pedregosa, Bertrand Thirion, Yalin Wang, Natasha Leporé:
Automatic pathology classification using a single feature machine learning support - vector machines. Medical Imaging: Computer-Aided Diagnosis 2014: 903524 - [c64]Ronald Phlypo, Bertrand Thirion, Gaël Varoquaux:
Deriving a Multi-subject Functional-Connectivity Atlas to Inform Connectome Estimation. MICCAI (3) 2014: 185-192 - [c63]Bernard Ng, Martin Dressler, Gaël Varoquaux, Jean-Baptiste Poline, Michael D. Greicius, Bertrand Thirion:
Transport on Riemannian Manifold for Functional Connectivity-Based Classification. MICCAI (2) 2014: 405-412 - [c62]Bertrand Thirion, Gaël Varoquaux, Olivier Grisel, Cyril Poupon, Philippe Pinel:
Principal Component Regression Predicts Functional Responses across Individuals. MICCAI (2) 2014: 741-748 - [c61]Elvis Dopgima Dohmatob, Alexandre Gramfort, Bertrand Thirion, Gaël Varoquaux:
Benchmarking solvers for TV-ℓ1 least-squares and logistic regression in brain imaging. PRNI 2014: 1-4 - [i14]Fabian Pedregosa, Michael Eickenberg, Philippe Ciuciu, Alexandre Gramfort, Bertrand Thirion:
Data-driven HRF estimation for encoding and decoding models. CoRR abs/1402.7015 (2014) - [i13]Alexandre Abraham, Fabian Pedregosa, Michael Eickenberg, Philippe Gervais, Andreas Mueller, Jean Kossaifi, Alexandre Gramfort, Bertrand Thirion, Gaël Varoquaux:
Machine Learning for Neuroimaging with Scikit-Learn. CoRR abs/1412.3919 (2014) - [i12]Alexandre Abraham, Elvis Dohmatob, Bertrand Thirion, Dimitris Samaras, Gaël Varoquaux:
Region segmentation for sparse decompositions: better brain parcellations from rest fMRI. CoRR abs/1412.3925 (2014) - 2013
- [j22]Fani Deligianni, Gaël Varoquaux, Bertrand Thirion, David J. Sharp, Christian Ledig, Robert Leech, Daniel Rueckert:
A Framework for Inter-Subject Prediction of Functional Connectivity From Structural Networks. IEEE Trans. Medical Imaging 32(12): 2200-2214 (2013) - [c60]Bernard Ng, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion:
A Novel Sparse Group Gaussian Graphical Model for Functional Connectivity Estimation. IPMI 2013: 256-267 - [c59]Gaël Varoquaux, Yannick Schwartz, Philippe Pinel, Bertrand Thirion:
Cohort-Level Brain Mapping: Learning Cognitive Atoms to Single Out Specialized Regions. IPMI 2013: 438-449 - [c58]Viviana Siless, Sergio Medina, Pierre Fillard, Bertrand Thirion:
Unsupervised Fiber Bundles Registration Using Weighted Measures Geometric Demons. MBIA 2013: 95-106 - [c57]Benoit Da Mota, Virgile Fritsch, Gaël Varoquaux, Vincent Frouin, Jean-Baptiste Poline, Bertrand Thirion:
Enhancing the Reproducibility of Group Analysis with Randomized Brain Parcellations. MICCAI (2) 2013: 591-598 - [c56]Hao Xu, Bertrand Thirion, Stéphanie Allassonnière:
Bayesian Estimation of Probabilistic Atlas for Anatomically-Informed Functional MRI Group Analyses. MICCAI (3) 2013: 592-599 - [c55]Alexandre Abraham, Elvis Dohmatob, Bertrand Thirion, Dimitris Samaras, Gaël Varoquaux:
Extracting Brain Regions from Rest fMRI with Total-Variation Constrained Dictionary Learning. MICCAI (2) 2013: 607-615 - [c54]Bernard Ng, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion:
Implications of Inconsistencies between fMRI and dMRI on Multimodal Connectivity Estimation. MICCAI (3) 2013: 652-659 - [c53]Yannick Schwartz, Bertrand Thirion, Gaël Varoquaux:
Mapping paradigm ontologies to and from the brain. NIPS 2013: 1673-1681 - [c52]Michael Eickenberg, Mehdi Senoussi, Fabian Pedregosa, Alexandre Gramfort, Bertrand Thirion:
Second Order Scattering Descriptors Predict fMRI Activity Due to Visual Textures. PRNI 2013: 5-8 - [c51]Alexandre Gramfort, Bertrand Thirion, Gaël Varoquaux:
Identifying Predictive Regions from fMRI with TV-L1 Prior. PRNI 2013: 17-20 - [c50]Virgile Fritsch, Benoit Da Mota, Gaël Varoquaux, Vincent Frouin, Eva Loth, Jean-Baptiste Poline, Bertrand Thirion:
Robust Group-Level Inference in Neuroimaging Genetic Studies. PRNI 2013: 21-24 - [c49]Fabian Pedregosa, Michael Eickenberg, Bertrand Thirion, Alexandre Gramfort:
HRF Estimation Improves Sensitivity of fMRI Encoding and Decoding Models. PRNI 2013: 165-169 - [c48]Viviana Siless, Sergio Medina, Gaël Varoquaux, Bertrand Thirion:
A Comparison of Metrics and Algorithms for Fiber Clustering. PRNI 2013: 190-193 - [i11]Fabian Pedregosa, Michael Eickenberg, Bertrand Thirion, Alexandre Gramfort:
HRF estimation improves sensitivity of fMRI encoding and decoding models. CoRR abs/1305.2788 (2013) - [i10]Michael Eickenberg, Fabian Pedregosa, Senoussi Mehdi, Alexandre Gramfort, Bertrand Thirion:
Second order scattering descriptors predict fMRI activity due to visual textures. CoRR abs/1310.1257 (2013) - [i9]Yannick Schwartz, Bertrand Thirion, Gaël Varoquaux:
Mapping cognitive ontologies to and from the brain. CoRR abs/1311.3859 (2013) - 2012
- [j21]Virgile Fritsch, Gaël Varoquaux, Benjamin Thyreau, Jean-Baptiste Poline, Bertrand Thirion:
Detecting outliers in high-dimensional neuroimaging datasets with robust covariance estimators. Medical Image Anal. 16(7): 1359-1370 (2012) - [j20]Benjamin Thyreau, Yannick Schwartz, Bertrand Thirion, Vincent Frouin, Eva Loth, Sabine Vollstädt-Klein, Tomás Paus, Eric Artiges, Patricia J. Conrod, Gunter Schumann, Robert A. 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) - [j19]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) - [j18]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) - [j17]Vincent Michel, Alexandre Gramfort, Gaël Varoquaux, Evelyn Eger, Christine Keribin, Bertrand Thirion:
A supervised clustering approach for fMRI-based inference of brain states. Pattern Recognit. 45(6): 2041-2049 (2012) - [j16]Rodolphe Jenatton, Alexandre Gramfort, Vincent Michel, Guillaume Obozinski, Evelyn Eger, Francis R. Bach, Bertrand Thirion:
Multiscale Mining of fMRI Data with Hierarchical Structured Sparsity. SIAM J. Imaging Sci. 5(3): 835-856 (2012) - [c47]Gaël Varoquaux, Alexandre Gramfort, Bertrand Thirion:
Small-sample brain mapping: sparse recovery on spatially correlated designs with randomization and clustering. ICML 2012 - [c46]Viviana Siless, Joan Alexis Glaunès, 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 - [c45]Sylvain Takerkart, Guillaume Auzias, Bertrand Thirion, Daniele Schön, Liva Ralaivola:
Graph-Based Inter-subject Classification of Local fMRI Patterns. MLMI 2012: 184-192 - [c44]Virgile Fritsch, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion:
Non-parametric Density Modeling and Outlier-Detection in Medical Imaging Datasets. MLMI 2012: 210-217 - [c43]Fabian Pedregosa, Elodie Cauvet, Gaël Varoquaux, Christophe Pallier, Bertrand Thirion, Alexandre Gramfort:
Learning to Rank from Medical Imaging Data. MLMI 2012: 234-241 - [c42]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 - [c41]Bernard Ng, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion:
A Novel Sparse Graphical Approach for Multimodal Brain Connectivity Inference. MICCAI (1) 2012: 707-714 - [c40]Fabian Pedregosa, Elodie Cauvet, Gaël Varoquaux, Christophe Pallier, Bertrand Thirion, Alexandre Gramfort:
Improved Brain Pattern Recovery through Ranking Approaches. PRNI 2012: 9-12 - [c39]Alexandre Gramfort, Christophe Pallier, Gaël Varoquaux, Bertrand Thirion:
Decoding Visual Percepts Induced by Word Reading with fMRI. PRNI 2012: 13-16 - [c38]Michael Eickenberg, Alexandre Gramfort, Bertrand Thirion:
Multilayer Scattering Image Analysis Fits fMRI Activity in Visual Areas. PRNI 2012: 37-40 - [c37]Yannick Schwartz, Gaël Varoquaux, Bertrand Thirion:
On Spatial Selectivity and Prediction across Conditions with fMRI. PRNI 2012: 53-56 - [c36]Bernard Ng, Viviana Siless, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion, Rafeef Abugharbieh:
Connectivity-informed Sparse Classifiers for fMRI Brain Decoding. PRNI 2012: 101-104 - [i8]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) - [i7]Fabian Pedregosa, Alexandre Gramfort, Gaël Varoquaux, Bertrand Thirion, Christophe Pallier, Elodie Cauvet:
Improved brain pattern recovery through ranking approaches. CoRR abs/1207.3520 (2012) - [i6]Fabian Pedregosa, Alexandre Gramfort, Gaël Varoquaux, Elodie Cauvet, Christophe Pallier, Bertrand Thirion:
Learning to rank from medical imaging data. CoRR abs/1207.3598 (2012) - [i5]Yannick Schwartz, Gaël Varoquaux, Bertrand Thirion:
On spatial selectivity and prediction across conditions with fMRI. CoRR abs/1209.1450 (2012) - [i4]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) - 2011
- [j15]Vincent Michel, Evelyn Eger, Christine Keribin, Bertrand Thirion:
Multiclass Sparse Bayesian Regression for fMRI-Based Prediction. Int. J. Biomed. Imaging 2011: 350838:1-350838:13 (2011) - [j14]