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2020 – today
- 2022
- [i39]Binh T. Nguyen, Bertrand Thirion, Sylvain Arlot:
A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension. CoRR abs/2205.14613 (2022) - 2021
- [j52]Elvis Dohmatob, Hugo Richard, Ana Luísa Pinho
, Bertrand Thirion
:
Brain topography beyond parcellations: Local gradients of functional maps. NeuroImage 229: 117706 (2021) - [j51]Yu Zhang
, Loïc Tetrel, Bertrand Thirion, Pierre Bellec
:
Functional annotation of human cognitive states using deep graph convolution. NeuroImage 231: 117847 (2021) - [j50]Jérôme-Alexis Chevalier
, Tuan-Binh Nguyen, Joseph Salmon, Gaël Varoquaux, Bertrand Thirion:
Decoding with confidence: Statistical control on decoder maps. NeuroImage 234: 117921 (2021) - [j49]Thomas Bazeille, Elizabeth Dupre, Hugo Richard, Jean-Baptiste Poline, Bertrand Thirion:
An empirical evaluation of functional alignment using inter-subject decoding. NeuroImage 245: 118683 (2021) - [j48]Arthur Mensch, Julien Mairal, Bertrand Thirion
, Gaël Varoquaux:
Extracting representations of cognition across neuroimaging studies improves brain decoding. PLoS Comput. Biol. 17(5) (2021) - [c97]Badr Tajini
, Hugo Richard
, Bertrand Thirion
:
Functional Magnetic Resonance Imaging Data Augmentation Through Conditional ICA. MICCAI (2) 2021: 491-500 - [c96]Hugo Richard, Pierre Ablin, Bertrand Thirion, Alexandre Gramfort, Aapo Hyvärinen:
Shared Independent Component Analysis for Multi-Subject Neuroimaging. NeurIPS 2021: 29962-29971 - [i38]Hugo Richard, Pierre Ablin, Aapo Hyvärinen, Alexandre Gramfort, Bertrand Thirion:
Adaptive Multi-View ICA: Estimation of noise levels for optimal inference. CoRR abs/2102.10964 (2021) - [i37]Badr Tajini, Hugo Richard, Bertrand Thirion:
Functional Magnetic Resonance Imaging data augmentation through conditional ICA. CoRR abs/2107.06104 (2021) - [i36]Marc-Andre Schulz, Bertrand Thirion, Alexandre Gramfort, Gaël Varoquaux, Danilo Bzdok:
Label scarcity in biomedicine: Data-rich latent factor discovery enhances phenotype prediction. CoRR abs/2110.06135 (2021) - [i35]Hugo Richard, Pierre Ablin, Bertrand Thirion, Alexandre Gramfort, Aapo Hyvärinen:
Shared Independent Component Analysis for Multi-Subject Neuroimaging. CoRR abs/2110.13502 (2021) - 2020
- [j47]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) - [j46]Kamalaker Dadi
, Gaël Varoquaux, Antonia Machlouzarides-Shalit, Krzysztof J. Gorgolewski, Demian Wassermann, Bertrand Thirion, Arthur Mensch:
Fine-grain atlases of functional modes for fMRI analysis. NeuroImage 221: 117126 (2020) - [j45]Danilo Bzdok
, Denis A. Engemann
, Bertrand Thirion:
Inference and Prediction Diverge in Biomedicine. Patterns 1(8): 100119 (2020) - [c95]Lucas Martin, Julie Josse, Bertrand Thirion:
Multivariate Analysis is Sufficient for Lesion-Behaviour Mapping. BrainLes@MICCAI (1) 2020: 92-100 - [c94]Tuan-Binh Nguyen, Jérôme-Alexis Chevalier, Bertrand Thirion, Sylvain Arlot:
Aggregation of Multiple Knockoffs. ICML 2020: 7283-7293 - [c93]Jérôme-Alexis Chevalier, Joseph Salmon, Alexandre Gramfort, Bertrand Thirion:
Statistical control for spatio-temporal MEG/EEG source imaging with desparsified mutli-task Lasso. NeurIPS 2020 - [c92]Hugo Richard, Luigi Gresele, Aapo Hyvärinen, Bertrand Thirion, Alexandre Gramfort, Pierre Ablin:
Modeling Shared responses in Neuroimaging Studies through MultiView ICA. NeurIPS 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
, Parvaneh 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 Luísa 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 Luísa 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(<