Bertrand Thirion

226 papers A* 16A 1Misc 1Journal 114Unranked 92

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Aggregate Models, Not Explanations: Improving Feature Importance Estimation. CoRR Joseph Paillard, Angel David Reyero Lobo, Denis A. Engemann, Bertrand Thirion
2026	J	`jnl`	GICDM: Mitigating Hubness for Reliable Distance-Based Generative Model Evaluation. CoRR Nicolas Salvy, Hugues Talbot, Bertrand Thirion
2026	J	`jnl`	SPD Learn: A Geometric Deep Learning Python Library for Neural Decoding Through Trivialization. CoRR Bruno Aristimunha, Ce Ju, Antoine Collas, Florent Bouchard, Ammar Mian, Bertrand Thirion, Sylvain Chevallier, Reinmar J. Kobler
2025	A	`conf`	Double Debiased Machine Learning for Mediation Analysis with Continuous Treatments. AISTATS Houssam Zenati, Judith Abécassis, Julie Josse, Bertrand Thirion
2025	J	`jnl`	Double Debiased Machine Learning for Mediation Analysis with Continuous Treatments. CoRR Houssam Zenati, Judith Abécassis, Julie Josse, Bertrand Thirion
2025	J	`jnl`	Encoding of Numerosity With Robustness to Object and Scene Identity in Biologically Inspired Object Recognition Networks. Neural Comput. Thomas Chapalain, Bertrand Thirion, Evelyn Eger
2025	J	`jnl`	Enhanced Generative Model Evaluation with Clipped Density and Coverage. CoRR Nicolas Salvy, Hugues Talbot, Bertrand Thirion
2025	A*	`conf`	False Coverage Proportion Control for Conformal Prediction. ICML Alexandre Blain, Bertrand Thirion, Pierre Neuvial
2025	—	`conf`	Hierarchical Variable Importance with Statistical Control for Medical Data-Based Prediction. IPMI (2) Joseph Paillard, Antoine Collas, Denis A. Engemann, Bertrand Thirion
2025	J	`jnl`	Hierarchical Variable Importance with Statistical Control for Medical Data-Based Prediction. CoRR Joseph Paillard, Antoine Collas, Denis A. Engemann, Bertrand Thirion
2025	A*	`conf`	Measuring Variable Importance in Heterogeneous Treatment Effects with Confidence. ICML Joseph Paillard, Angel David Reyero Lobo, Vitaliy Kolodyazhniy, Bertrand Thirion, Denis-Alexander Engemann
2025	J	`jnl`	Optimizing fMRI Data Acquisition for Decoding Natural Speech with Limited Participants. CoRR Louis Jalouzot, Alexis Thual, Yair Lakretz, Christophe Pallier, Bertrand Thirion
2025	J	`jnl`	Riemannian Flow Matching for Brain Connectivity Matrices via Pullback Geometry. CoRR Antoine Collas, Ce Ju, Nicolas Salvy, Bertrand Thirion
2025	J	`jnl`	SPD Learning for Covariance-Based Neuroimaging Analysis: Perspectives, Methods, and Challenges. CoRR Ce Ju, Reinmar J. Kobler, Antoine Collas, Motoaki Kawanabe, Cuntai Guan, Bertrand Thirion
2025	J	`jnl`	Sample-efficient decoding of visual stimuli from fMRI through inter-individual functional alignment. Trans. Mach. Learn. Res. Alexis Thual, Yohann Benchetrit, Felix Geilert, Jérémy Rapin, Iurii Makarov, Stanislas Dehaene, Bertrand Thirion, Hubert J. Banville, Jean-Remi King
2025	J	`jnl`	Unsupervised Learning for Optimal Transport plan prediction between unbalanced graphs. CoRR Sonia Mazelet, Rémi Flamary, Bertrand Thirion
2024	—	`conf`	Across-Subject Ensemble-Learning Alleviates the Need for Large Samples for fMRI Decoding. MICCAI (3) Himanshu Aggarwal, Liza Al-Shikhley, Bertrand Thirion
2024	J	`jnl`	Across-subject ensemble-learning alleviates the need for large samples for fMRI decoding. CoRR Himanshu Aggarwal, Liza Al-Shikhley, Bertrand Thirion
2024	J	`jnl`	Continuous evaluation of denoising strategies in resting-state fMRI connectivity using fMRIPrep and Nilearn. PLoS Comput. Biol. Hao-Ting Wang, Steven L. Meisler, Hanad Sharmarke, Natasha Clarke, Nicolas Gensollen, Christopher J. Markiewicz, François Paugam, Bertrand Thirion, Pierre Bellec
2024	J	`jnl`	Measuring Variable Importance in Individual Treatment Effect Estimation with High Dimensional Data. CoRR Joseph Paillard, Vitaliy Kolodyazhniy, Bertrand Thirion, Denis A. Engemann
2024	—	`conf`	NeuroConText: Contrastive Text-to-Brain Mapping for Neuroscientific Literature. MICCAI (3) Raphaël Meudec, Fateme Ghayem, Jérôme Dockès, Demian Wassermann, Bertrand Thirion
2024	—	`conf`	On the Stability of Reduced-Rank Ridge Regression. EUSIPCO David Degras, Thomas Chapalain, Bertrand Thirion
2024	A*	`conf`	Variable Importance in High-Dimensional Settings Requires Grouping. AAAI Ahmad Chamma, Bertrand Thirion, Denis A. Engemann
2023	A*	`conf`	False Discovery Proportion control for aggregated Knockoffs. NeurIPS Alexandre Blain, Bertrand Thirion, Olivier Grisel, Pierre Neuvial
2023	J	`jnl`	Information-Restricted Neural Language Models Reveal Different Brain Regions' Sensitivity to Semantics, Syntax and Context. CoRR Alexandre Pasquiou, Yair Lakretz, Bertrand Thirion, Christophe Pallier
2023	J	`jnl`	Probing Brain Context-Sensitivity with Masked-Attention Generation. CoRR Alexandre Pasquiou, Yair Lakretz, Bertrand Thirion, Christophe Pallier
2023	A*	`conf`	Statistically Valid Variable Importance Assessment through Conditional Permutations. NeurIPS Ahmad Chamma, Denis A. Engemann, Bertrand Thirion
2023	J	`jnl`	Statistically Valid Variable Importance Assessment through Conditional Permutations. CoRR Ahmad Chamma, Denis A. Engemann, Bertrand Thirion
2023	J	`jnl`	Variable Importance in High-Dimensional Settings Requires Grouping. CoRR Ahmad Chamma, Bertrand Thirion, Denis A. Engemann
2022	A*	`conf`	A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension. NeurIPS Binh T. Nguyen, Bertrand Thirion, Sylvain Arlot
2022	J	`jnl`	A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension. CoRR Binh T. Nguyen, Bertrand Thirion, Sylvain Arlot
2022	A*	`conf`	Aligning individual brains with fused unbalanced Gromov Wasserstein. NeurIPS Alexis Thual, Quang Huy Tran, Tatiana Zemskova, Nicolas Courty, Rémi Flamary, Stanislas Dehaene, Bertrand Thirion
2022	A*	`conf`	Neural Language Models are not Born Equal to Fit Brain Data, but Training Helps. ICML Alexandre Pasquiou, Yair Lakretz, John T. Hale, Bertrand Thirion, Christophe Pallier
2022	J	`jnl`	Neural Language Models are not Born Equal to Fit Brain Data, but Training Helps. CoRR Alexandre Pasquiou, Yair Lakretz, John T. Hale, Bertrand Thirion, Christophe Pallier
2022	J	`jnl`	Notip: Non-parametric true discovery proportion control for brain imaging. NeuroImage Alexandre Blain, Bertrand Thirion, Pierre Neuvial
2022	J	`jnl`	Spatially relaxed inference on high-dimensional linear models. Stat. Comput. Jérôme-Alexis Chevalier, Tuan-Binh Nguyen, Bertrand Thirion, Joseph Salmon
2021	J	`jnl`	Adaptive Multi-View ICA: Estimation of noise levels for optimal inference. CoRR Hugo Richard, Pierre Ablin, Aapo Hyvärinen, Alexandre Gramfort, Bertrand Thirion
2021	J	`jnl`	An empirical evaluation of functional alignment using inter-subject decoding. NeuroImage Thomas Bazeille, Elizabeth DuPre, Hugo Richard, Jean-Baptiste Poline, Bertrand Thirion
2021	J	`jnl`	Brain topography beyond parcellations: Local gradients of functional maps. NeuroImage Elvis Dohmatob, Hugo Richard, Ana Luísa Pinho, Bertrand Thirion
2021	J	`jnl`	Decoding with confidence: Statistical control on decoder maps. NeuroImage Jérôme-Alexis Chevalier, Tuan-Binh Nguyen, Joseph Salmon, Gaël Varoquaux, Bertrand Thirion
2021	J	`jnl`	Extracting representations of cognition across neuroimaging studies improves brain decoding. PLoS Comput. Biol. Arthur Mensch, Julien Mairal, Bertrand Thirion, Gaël Varoquaux
2021	—	`conf`	Functional Magnetic Resonance Imaging Data Augmentation Through Conditional ICA. MICCAI (2) Badr Tajini, Hugo Richard, Bertrand Thirion
2021	J	`jnl`	Functional Magnetic Resonance Imaging data augmentation through conditional ICA. CoRR Badr Tajini, Hugo Richard, Bertrand Thirion
2021	J	`jnl`	Functional annotation of human cognitive states using deep graph convolution. NeuroImage Yu Zhang, Loïc Tetrel, Bertrand Thirion, Pierre Bellec
2021	J	`jnl`	Label scarcity in biomedicine: Data-rich latent factor discovery enhances phenotype prediction. CoRR Marc-Andre Schulz, Bertrand Thirion, Alexandre Gramfort, Gaël Varoquaux, Danilo Bzdok
2021	A*	`conf`	Shared Independent Component Analysis for Multi-Subject Neuroimaging. NeurIPS Hugo Richard, Pierre Ablin, Bertrand Thirion, Alexandre Gramfort, Aapo Hyvärinen
2021	J	`jnl`	Shared Independent Component Analysis for Multi-Subject Neuroimaging. CoRR Hugo Richard, Pierre Ablin, Bertrand Thirion, Alexandre Gramfort, Aapo Hyvärinen
2020	A*	`conf`	Aggregation of Multiple Knockoffs. ICML Tuan-Binh Nguyen, Jérôme-Alexis Chevalier, Bertrand Thirion, Sylvain Arlot
2020	J	`jnl`	Fine-grain atlases of functional modes for fMRI analysis. NeuroImage Kamalaker Dadi, Gaël Varoquaux, Antonia Machlouzarides-Shalit, Krzysztof J. Gorgolewski, Demian Wassermann, Bertrand Thirion, Arthur Mensch
2020	J	`jnl`	Inference and Prediction Diverge in Biomedicine. Patterns Danilo Bzdok, Denis A. Engemann, Bertrand Thirion
2020	J	`jnl`	Modeling Shared Responses in Neuroimaging Studies through MultiView ICA. CoRR Hugo Richard, Luigi Gresele, Aapo Hyvärinen, Bertrand Thirion, Alexandre Gramfort, Pierre Ablin
2020	A*	`conf`	Modeling Shared responses in Neuroimaging Studies through MultiView ICA. NeurIPS Hugo Richard, Luigi Gresele, Aapo Hyvärinen, Bertrand Thirion, Alexandre Gramfort, Pierre Ablin
2020	J	`jnl`	Multi-subject MEG/EEG source imaging with sparse multi-task regression. NeuroImage Hicham Janati, Thomas Bazeille, Bertrand Thirion, Marco Cuturi, Alexandre Gramfort
2020	—	`conf`	Multivariate Analysis is Sufficient for Lesion-Behaviour Mapping. BrainLes@MICCAI (1) Lucas Martin, Julie Josse, Bertrand Thirion
2020	J	`jnl`	Statistical control for spatio-temporal MEG/EEG source imaging with desparsified multi-task Lasso. CoRR Jérôme-Alexis Chevalier, Alexandre Gramfort, Joseph Salmon, Bertrand Thirion
2020	A*	`conf`	Statistical control for spatio-temporal MEG/EEG source imaging with desparsified mutli-task Lasso. NeurIPS Jérôme-Alexis Chevalier, Joseph Salmon, Alexandre Gramfort, Bertrand Thirion
2019	J	`jnl`	Benchmarking functional connectome-based predictive models for resting-state fMRI. NeuroImage Kamalaker Dadi, Mehdi Rahim, Alexandre Abraham, Darya Chyzhyk, Michael P. Milham, Bertrand Thirion, Gaël Varoquaux
2019	—	`conf`	ECKO: Ensemble of Clustered Knockoffs for Robust Multivariate Inference on fMRI Data. IPMI Tuan-Binh Nguyen, Jérôme-Alexis Chevalier, Bertrand Thirion
2019	J	`jnl`	Fast shared response model for fMRI data. CoRR Hugo Richard, Lucas Martin, Ana Luísa Pinho, Jonathan W. Pillow, Bertrand Thirion
2019	A*	`conf`	Feature Grouping as a Stochastic Regularizer for High-Dimensional Structured Data. ICML Sergül Aydöre, Bertrand Thirion, Gaël Varoquaux
2019	—	`conf`	Group Level MEG/EEG Source Imaging via Optimal Transport: Minimum Wasserstein Estimates. IPMI Hicham Janati, Thomas Bazeille, Bertrand Thirion, Marco Cuturi, Alexandre Gramfort
2019	J	`jnl`	Group level MEG/EEG source imaging via optimal transport: minimum Wasserstein estimates. CoRR Hicham Janati, Thomas Bazeille, Bertrand Thirion, Marco Cuturi, Alexandre Gramfort
2019	—	`conf`	Local Optimal Transport for Functional Brain Template Estimation. IPMI Thomas Bazeille, Hugo Richard, Hicham Janati, Bertrand Thirion
2019	J	`jnl`	Mapping the asynchrony of cortical maturation in the infant brain: A MRI multi-parametric clustering approach. NeuroImage Jessica Lebenberg, Jean-François Mangin, Bertrand Thirion, Cyril Poupon, Lucie Hertz-Pannier, François Leroy, Parvaneh Adibpour, Ghislaine Dehaene-Lambertz, Jessica Dubois
2019	J	`jnl`	Multi-subject MEG/EEG source imaging with sparse multi-task regression. CoRR Hicham Janati, Thomas Bazeille, Bertrand Thirion, Marco Cuturi, Alexandre Gramfort
2019	J	`jnl`	Population shrinkage of covariance (PoSCE) for better individual brain functional-connectivity estimation. Medical Image Anal. Mehdi Rahim, Bertrand Thirion, Gaël Varoquaux
2019	J	`jnl`	PyBIDS: Python tools for BIDS datasets. J. Open Source Softw. 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 S. 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 A. Lee, Matteo di Castello, Michael Notter, Ross Blair
2019	J	`jnl`	Recursive Nearest Agglomeration (ReNA): Fast Clustering for Approximation of Structured Signals. IEEE Trans. Pattern Anal. Mach. Intell. Andrés Hoyos Idrobo, Gaël Varoquaux, Jonas Kahn, Bertrand Thirion
2019	J	`jnl`	The functional database of the ARCHI project: Potential and perspectives. NeuroImage Philippe Pinel, Baudouin Forgeot d'Arc, Stanislas Dehaene, Thomas Bourgeron, Bertrand Thirion, Denis Le Bihan, Cyril Poupon
2018	J	`jnl`	Approximate message-passing for convex optimization with non-separable penalties. CoRR Andre Manoel, Florent Krzakala, Gaël Varoquaux, Bertrand Thirion, Lenka Zdeborová
2018	J	`jnl`	Atlases of cognition with large-scale human brain mapping. PLoS Comput. Biol. Gaël Varoquaux, Yannick Schwartz, Russell A. Poldrack, Baptiste Gauthier, Danilo Bzdok, Jean-Baptiste Poline, Bertrand Thirion
2018	—	`conf`	Controlling a confound in predictive models with a test set minimizing its effect. PRNI Darya Chyzhyk, Gaël Varoquaux, Bertrand Thirion, Michael P. Milham
2018	J	`jnl`	Decoding fMRI activity in the time domain improves classification performance. NeuroImage João Loula, Gaël Varoquaux, Bertrand Thirion
2018	J	`jnl`	Extracting Universal Representations of Cognition across Brain-Imaging Studies. CoRR Arthur Mensch, Julien Mairal, Bertrand Thirion, Gaël Varoquaux
2018	J	`jnl`	FReM - Scalable and stable decoding with fast regularized ensemble of models. NeuroImage Andrés Hoyos Idrobo, Gaël Varoquaux, Yannick Schwartz, Bertrand Thirion
2018	J	`jnl`	Optimizing deep video representation to match brain activity. CoRR Hugo Richard, Ana Luísa Pinho, Bertrand Thirion, Guillaume Charpiat
2018	—	`conf`	Statistical Inference with Ensemble of Clustered Desparsified Lasso. MICCAI (1) Jérôme-Alexis Chevalier, Joseph Salmon, Bertrand Thirion
2018	J	`jnl`	Stochastic Subsampling for Factorizing Huge Matrices. IEEE Trans. Signal Process. Arthur Mensch, Julien Mairal, Bertrand Thirion, Gaël Varoquaux
2018	—	`conf`	Text to Brain: Predicting the Spatial Distribution of Neuroimaging Observations from Text Reports. MICCAI (3) Jérôme Dockès, Demian Wassermann, Russell A. Poldrack, Fabian M. Suchanek, Bertrand Thirion, Gaël Varoquaux
2018	J	`jnl`	Text to brain: predicting the spatial distribution of neuroimaging observations from text reports. CoRR Jérôme Dockès, Demian Wassermann, Russell A. Poldrack, Fabian M. Suchanek, Bertrand Thirion, Gaël Varoquaux
2018	J	`jnl`	Using Feature Grouping as a Stochastic Regularizer for High-Dimensional Noisy Data. CoRR Sergül Aydöre, Bertrand Thirion, Olivier Grisel, Gaël Varoquaux
2017	J	`jnl`	Assessing and tuning brain decoders: Cross-validation, caveats, and guidelines. NeuroImage Gaël Varoquaux, Pradeep Reddy Raamana, Denis A. Engemann, Andrés Hoyos Idrobo, Yannick Schwartz, Bertrand Thirion
2017	J	`jnl`	Convolutional Network Layers Map the Function of the Human Visual Cortex. ERCIM News Michael Eickenberg, Gaël Varoquaux, Bertrand Thirion, Alexandre Gramfort
2017	J	`jnl`	Deriving reproducible biomarkers from multi-site resting-state data: An Autism-based example. NeuroImage Alexandre Abraham, Michael P. Milham, Adriana Di Martino, R. Cameron Craddock, Dimitris Samaras, Bertrand Thirion, Gaël Varoquaux
2017	—	`conf`	Hierarchical Region-Network Sparsity for High-Dimensional Inference in Brain Imaging. IPMI Danilo Bzdok, Michael Eickenberg, Gaël Varoquaux, Bertrand Thirion
2017	J	`jnl`	Joint prediction of multiple scores captures better individual traits from brain images. NeuroImage Mehdi Rahim, Bertrand Thirion, Danilo Bzdok, Irène Buvat, Gaël Varoquaux
2017	—	`conf`	Learning Neural Representations of Human Cognition across Many fMRI Studies. NIPS Arthur Mensch, Julien Mairal, Danilo Bzdok, Bertrand Thirion, Gaël Varoquaux
2017	J	`jnl`	Learning Neural Representations of Human Cognition across Many fMRI Studies. CoRR Arthur Mensch, Julien Mairal, Danilo Bzdok, Bertrand Thirion, Gaël Varoquaux
2017	—	`conf`	Multi-output predictions from neuroimaging: assessing reduced-rank linear models. PRNI Mehdi Rahim, Bertrand Thirion, Gaël Varoquaux
2017	—	`conf`	Population-Shrinkage of Covariance to Estimate Better Brain Functional Connectivity. MICCAI (1) Mehdi Rahim, Bertrand Thirion, Gaël Varoquaux
2017	J	`jnl`	Seeing it all: Convolutional network layers map the function of the human visual system. NeuroImage Michael Eickenberg, Alexandre Gramfort, Gaël Varoquaux, Bertrand Thirion
2017	J	`jnl`	Stochastic Subsampling for Factorizing Huge Matrices. CoRR Arthur Mensch, Julien Mairal, Bertrand Thirion, Gaël Varoquaux
2017	J	`jnl`	Subsampling Enables Fast Factorisation of Huge Matrices into Sparse Signals. ERCIM News Arthur Mensch, Julien Mairal, Bertrand Thirion, Gaël Varoquaux
2017	—	`conf`	Towards a faster randomized parcellation based inference. PRNI Andrés Hoyos Idrobo, Gaël Varoquaux, Bertrand Thirion
2016	—	`conf`	Comparing functional connectivity based predictive models across datasets. PRNI Kamalaker Dadi, Alexandre Abraham, Mehdi Rahim, Bertrand Thirion, Gaël Varoquaux
2016	J	`jnl`	Compressed Online Dictionary Learning for Fast fMRI Decomposition. CoRR Arthur Mensch, Gaël Varoquaux, Bertrand Thirion
2016	—	`conf`	Compressed online dictionary learning for fast resting-state fMRI decomposition. ISBI Arthur Mensch, Gaël Varoquaux, Bertrand Thirion
2016	A*	`conf`	Dictionary Learning for Massive Matrix Factorization. ICML Arthur Mensch, Julien Mairal, Bertrand Thirion, Gaël Varoquaux
2016	J	`jnl`	Dictionary Learning for Massive Matrix Factorization. CoRR Arthur Mensch, Julien Mairal, Bertrand Thirion, Gaël Varoquaux
2016	—	`conf`	Fast brain decoding with random sampling and random projections. PRNI Andrés Hoyos Idrobo, Gaël Varoquaux, Bertrand Thirion
2016	J	`jnl`	Formal Models of the Network Co-occurrence Underlying Mental Operations. PLoS Comput. Biol. Danilo Bzdok, Gaël Varoquaux, Olivier Grisel, Michael Eickenberg, Cyril Poupon, Bertrand Thirion
2016	—	`conf`	Learning brain regions via large-scale online structured sparse dictionary learning. NIPS Elvis Dohmatob, Arthur Mensch, Gaël Varoquaux, Bertrand Thirion
2016	Misc	`conf`	Local Q-linear convergence and finite-time active set identification of ADMM on a class of penalized regression problems. ICASSP Elvis Dohmatob, Michael Eickenberg, Bertrand Thirion, Gaël Varoquaux
2016	J	`jnl`	Recursive nearest agglomeration (ReNA): fast clustering for approximation of structured signals. CoRR Andrés Hoyos Idrobo, Gaël Varoquaux, Jonas Kahn, Bertrand Thirion
2016	—	`conf`	Social-sparsity brain decoders: faster spatial sparsity. PRNI Gaël Varoquaux, Matthieu Kowalski, Bertrand Thirion
2016	J	`jnl`	Social-sparsity brain decoders: faster spatial sparsity. CoRR Gaël Varoquaux, Matthieu Kowalski, Bertrand Thirion
2016	J	`jnl`	Transmodal Learning of Functional Networks for Alzheimer's Disease Prediction. IEEE J. Sel. Top. Signal Process. Mehdi Rahim, Bertrand Thirion, Claude Comtat, Gaël Varoquaux
2016	J	`jnl`	Transport on Riemannian Manifold for Connectivity-Based Brain Decoding. IEEE Trans. Medical Imaging Bernard Ng, Gaël Varoquaux, Jean-Baptiste Poline, Michael D. Greicius, Bertrand Thirion
2015	—	`conf`	Bootstrapped Permutation Test for Multiresponse Inference on Brain Behavior Associations. IPMI Bernard Ng, Jean-Baptiste Poline, Bertrand Thirion, Michael D. Greicius
2015	—	`conf`	Clustering the infant brain tissues based on microstructural properties and maturation assessment using multi-parametric MRI. ISBI Jessica Lebenberg, Cyril Poupon, Bertrand Thirion, François Leroy, Jean-François Mangin, Ghislaine Dehaene-Lambertz, Jessica Dubois
2015	J	`jnl`	Data-driven HRF estimation for encoding and decoding models. NeuroImage Fabian Pedregosa, Michael Eickenberg, Philippe Ciuciu, Bertrand Thirion, Alexandre Gramfort
2015	J	`jnl`	FAASTA: A fast solver for total-variation regularization of ill-conditioned problems with application to brain imaging. CoRR Gaël Varoquaux, Michael Eickenberg, Elvis Dohmatob, Bertrand Thirion
2015	J	`jnl`	Fast clustering for scalable statistical analysis on structured images. CoRR Bertrand Thirion, Andrés Hoyos Idrobo, Jonas Kahn, Gaël Varoquaux
2015	—	`conf`	Grouping Total Variation and Sparsity: Statistical Learning with Segmenting Penalties. MICCAI (1) Michael Eickenberg, Elvis Dohmatob, Bertrand Thirion, Gaël Varoquaux
2015	—	`conf`	Improving Sparse Recovery on Structured Images with Bagged Clustering. PRNI Andrés Hoyos Idrobo, Yannick Schwartz, Gaël Varoquaux, Bertrand Thirion
2015	—	`conf`	Integrating Multimodal Priors in Predictive Models for the Functional Characterization of Alzheimer's Disease. MICCAI (1) Mehdi Rahim, Bertrand Thirion, Alexandre Abraham, Michael Eickenberg, Elvis Dohmatob, Claude Comtat, Gaël Varoquaux
2015	J	`jnl`	Robust regression for large-scale neuroimaging studies. NeuroImage 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
2015	—	`conf`	Semi-Supervised Factored Logistic Regression for High-Dimensional Neuroimaging Data. NIPS Danilo Bzdok, Michael Eickenberg, Olivier Grisel, Bertrand Thirion, Gaël Varoquaux
2015	—	`conf`	Speeding-Up Model-Selection in Graphnet via Early-Stopping and Univariate Feature-Screening. PRNI Elvis Dohmatob, Michael Eickenberg, Bertrand Thirion, Gaël Varoquaux
2014	—	`conf`	Automatic pathology classification using a single feature machine learning support - vector machines. Computer-Aided Diagnosis Fernando Yepes-Calderon, Fabian Pedregosa, Bertrand Thirion, Yalin Wang, Natasha Leporé
2014	—	`conf`	Benchmarking solvers for TV-ℓ1 least-squares and logistic regression in brain imaging. PRNI Elvis Dopgima Dohmatob, Alexandre Gramfort, Bertrand Thirion, Gaël Varoquaux
2014	J	`jnl`	Data-driven HRF estimation for encoding and decoding models. CoRR Fabian Pedregosa, Michael Eickenberg, Philippe Ciuciu, Alexandre Gramfort, Bertrand Thirion
2014	—	`conf`	Deriving a Multi-subject Functional-Connectivity Atlas to Inform Connectome Estimation. MICCAI (3) Ronald Phlypo, Bertrand Thirion, Gaël Varoquaux
2014	J	`jnl`	Generic Machine Learning Pattern for Neuroimaging-Genetic Studies in the Cloud. Frontiers Neuroinformatics 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
2014	J	`jnl`	Interoperable atlases of the human brain. NeuroImage 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, Mathew Birdsall Abrams, Peter A. Tass, Wim Vanduffel, Alan C. Evans, Simon B. Eickhoff
2014	J	`jnl`	Machine Learning for Neuroimaging with Scikit-Learn. CoRR Alexandre Abraham, Fabian Pedregosa, Michael Eickenberg, Philippe Gervais, Andreas Mueller, Jean Kossaifi, Alexandre Gramfort, Bertrand Thirion, Gaël Varoquaux
2014	J	`jnl`	Machine learning for neuroimaging with scikit-learn. Frontiers Neuroinformatics Alexandre Abraham, Fabian Pedregosa, Michael Eickenberg, Philippe Gervais, Andreas Mueller, Jean Kossaifi, Alexandre Gramfort, Bertrand Thirion, Gaël Varoquaux
2014	—	`conf`	Principal Component Regression Predicts Functional Responses across Individuals. MICCAI (2) Bertrand Thirion, Gaël Varoquaux, Olivier Grisel, Cyril Poupon, Philippe Pinel
2014	J	`jnl`	Randomized parcellation based inference. NeuroImage 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
2014	J	`jnl`	Region segmentation for sparse decompositions: better brain parcellations from rest fMRI. CoRR Alexandre Abraham, Elvis Dohmatob, Bertrand Thirion, Dimitris Samaras, Gaël Varoquaux
2014	—	`conf`	Transport on Riemannian Manifold for Functional Connectivity-Based Classification. MICCAI (2) Bernard Ng, Martin Dressler, Gaël Varoquaux, Jean-Baptiste Poline, Michael D. Greicius, Bertrand Thirion
2013	—	`conf`	A Comparison of Metrics and Algorithms for Fiber Clustering. PRNI Viviana Siless, Sergio Medina, Gaël Varoquaux, Bertrand Thirion
2013	J	`jnl`	A Framework for Inter-Subject Prediction of Functional Connectivity From Structural Networks. IEEE Trans. Medical Imaging Fani Deligianni, Gaël Varoquaux, Bertrand Thirion, David J. Sharp, Christian Ledig, Robert Leech, Daniel Rueckert
2013	—	`conf`	A Novel Sparse Group Gaussian Graphical Model for Functional Connectivity Estimation. IPMI Bernard Ng, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion
2013	—	`conf`	Bayesian Estimation of Probabilistic Atlas for Anatomically-Informed Functional MRI Group Analyses. MICCAI (3) Hao Xu, Bertrand Thirion, Stéphanie Allassonnière
2013	—	`conf`	Cohort-Level Brain Mapping: Learning Cognitive Atoms to Single Out Specialized Regions. IPMI Gaël Varoquaux, Yannick Schwartz, Philippe Pinel, Bertrand Thirion
2013	—	`conf`	Enhancing the Reproducibility of Group Analysis with Randomized Brain Parcellations. MICCAI (2) Benoit Da Mota, Virgile Fritsch, Gaël Varoquaux, Vincent Frouin, Jean-Baptiste Poline, Bertrand Thirion
2013	—	`conf`	Extracting Brain Regions from Rest fMRI with Total-Variation Constrained Dictionary Learning. MICCAI (2) Alexandre Abraham, Elvis Dohmatob, Bertrand Thirion, Dimitris Samaras, Gaël Varoquaux
2013	—	`conf`	HRF Estimation Improves Sensitivity of fMRI Encoding and Decoding Models. PRNI Fabian Pedregosa, Michael Eickenberg, Bertrand Thirion, Alexandre Gramfort
2013	J	`jnl`	HRF estimation improves sensitivity of fMRI encoding and decoding models CoRR Fabian Pedregosa, Michael Eickenberg, Bertrand Thirion, Alexandre Gramfort
2013	—	`conf`	Identifying Predictive Regions from fMRI with TV-L1 Prior. PRNI Alexandre Gramfort, Bertrand Thirion, Gaël Varoquaux
2013	—	`conf`	Implications of Inconsistencies between fMRI and dMRI on Multimodal Connectivity Estimation. MICCAI (3) Bernard Ng, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion
2013	J	`jnl`	Mapping cognitive ontologies to and from the brain. CoRR Yannick Schwartz, Bertrand Thirion, Gaël Varoquaux
2013	—	`conf`	Mapping paradigm ontologies to and from the brain. NIPS Yannick Schwartz, Bertrand Thirion, Gaël Varoquaux
2013	—	`conf`	Robust Group-Level Inference in Neuroimaging Genetic Studies. PRNI Virgile Fritsch, Benoit Da Mota, Gaël Varoquaux, Vincent Frouin, Eva Loth, Jean-Baptiste Poline, Bertrand Thirion
2013	—	`conf`	Second Order Scattering Descriptors Predict fMRI Activity Due to Visual Textures. PRNI Michael Eickenberg, Mehdi Senoussi, Fabian Pedregosa, Alexandre Gramfort, Bertrand Thirion
2013	J	`jnl`	Second order scattering descriptors predict fMRI activity due to visual textures. CoRR Michael Eickenberg, Fabian Pedregosa, Senoussi Mehdi, Alexandre Gramfort, Bertrand Thirion
2013	—	`conf`	Unsupervised Fiber Bundles Registration Using Weighted Measures Geometric Demons. MBIA Viviana Siless, Sergio Medina, Pierre Fillard, Bertrand Thirion
2012	—	`conf`	A Novel Sparse Graphical Approach for Multimodal Brain Connectivity Inference. MICCAI (1) Bernard Ng, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion
2012	J	`jnl`	A supervised clustering approach for fMRI-based inference of brain states. Pattern Recognit. Vincent Michel, Alexandre Gramfort, Gaël Varoquaux, Evelyn Eger, Christine Keribin, Bertrand Thirion
2012	J	`jnl`	A-Brain: Using the Cloud to Understand the Impact of Genetic Variability on the Brain. ERCIM News Gabriel Antoniu, Alexandru Costan, Benoit Da Mota, Bertrand Thirion, Radu Tudoran
2012	J	`jnl`	An empirical comparison of surface-based and volume-based group studies in neuroimaging. NeuroImage Alan Tucholka, Virgile Fritsch, Jean-Baptiste Poline, Bertrand Thirion
2012	—	`conf`	Connectivity-informed Sparse Classifiers for fMRI Brain Decoding. PRNI Bernard Ng, Viviana Siless, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion, Rafeef Abugharbieh
2012	—	`conf`	Decoding Visual Percepts Induced by Word Reading with fMRI. PRNI Alexandre Gramfort, Christophe Pallier, Gaël Varoquaux, Bertrand Thirion
2012	J	`jnl`	Detecting outliers in high-dimensional neuroimaging datasets with robust covariance estimators. Medical Image Anal. Virgile Fritsch, Gaël Varoquaux, Benjamin Thyreau, Jean-Baptiste Poline, Bertrand Thirion
2012	—	`conf`	Graph-Based Inter-subject Classification of Local fMRI Patterns. MLMI Sylvain Takerkart, Guillaume Auzias, Bertrand Thirion, Daniele Schön, Liva Ralaivola
2012	—	`conf`	Improved Brain Pattern Recovery through Ranking Approaches. PRNI Fabian Pedregosa, Elodie Cauvet, Gaël Varoquaux, Christophe Pallier, Bertrand Thirion, Alexandre Gramfort
2012	J	`jnl`	Improved brain pattern recovery through ranking approaches CoRR Fabian Pedregosa, Alexandre Gramfort, Gaël Varoquaux, Bertrand Thirion, Christophe Pallier, Elodie Cauvet
2012	—	`conf`	Improving Accuracy and Power with Transfer Learning Using a Meta-analytic Database. MICCAI (3) Yannick Schwartz, Gaël Varoquaux, Christophe Pallier, Philippe Pinel, Jean-Baptiste Poline, Bertrand Thirion
2012	—	`conf`	Joint T1 and Brain Fiber Log-Demons Registration Using Currents to Model Geometry. MICCAI (2) Viviana Siless, Joan Alexis Glaunès, Pamela Guevara, Jean-François Mangin, Cyril Poupon, Denis Le Bihan, Bertrand Thirion, Pierre Fillard
2012	—	`conf`	Learning to Rank from Medical Imaging Data. MLMI Fabian Pedregosa, Elodie Cauvet, Gaël Varoquaux, Christophe Pallier, Bertrand Thirion, Alexandre Gramfort
2012	J	`jnl`	Learning to rank from medical imaging data CoRR Fabian Pedregosa, Alexandre Gramfort, Gaël Varoquaux, Elodie Cauvet, Christophe Pallier, Bertrand Thirion
2012	—	`conf`	Multilayer Scattering Image Analysis Fits fMRI Activity in Visual Areas. PRNI Michael Eickenberg, Alexandre Gramfort, Bertrand Thirion
2012	J	`jnl`	Multiscale Mining of fMRI Data with Hierarchical Structured Sparsity. SIAM J. Imaging Sci. Rodolphe Jenatton, Alexandre Gramfort, Vincent Michel, Guillaume Obozinski, Evelyn Eger, Francis R. Bach, Bertrand Thirion
2012	—	`conf`	Non-parametric Density Modeling and Outlier-Detection in Medical Imaging Datasets. MLMI Virgile Fritsch, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion
2012	—	`conf`	On Spatial Selectivity and Prediction across Conditions with fMRI. PRNI Yannick Schwartz, Gaël Varoquaux, Bertrand Thirion
2012	J	`jnl`	On spatial selectivity and prediction across conditions with fMRI CoRR Yannick Schwartz, Gaël Varoquaux, Bertrand Thirion
2012	J	`jnl`	Scikit-learn: Machine Learning in Python CoRR 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
2012	J	`jnl`	Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares. NeuroImage 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
2012	A*	`conf`	Small-sample brain mapping: sparse recovery on spatially correlated designs with randomization and clustering. ICML Gaël Varoquaux, Alexandre Gramfort, Bertrand Thirion
2012	J	`jnl`	Very large fMRI study using the IMAGEN database: Sensitivity-specificity and population effect modeling in relation to the underlying anatomy. NeuroImage 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
2011	—	`conf`	A Comparative Study of Algorithms for Intra- and Inter-subjects fMRI Decoding. MLINI Vincent Michel, Alexandre Gramfort, Evelyn Eger, Gaël Varoquaux, Bertrand Thirion
2011	—	`conf`	A Probabilistic Framework to Infer Brain Functional Connectivity from Anatomical Connections. IPMI Fani Deligianni, Gaël Varoquaux, Bertrand Thirion, Emma C. Robinson, David J. Sharp, A. David Edwards, Daniel Rueckert
2011	J	`jnl`	A supervised clustering approach for fMRI-based inference of brain states CoRR Vincent Michel, Alexandre Gramfort, Gaël Varoquaux, Evelyn Eger, Christine Keribin, Bertrand Thirion
2011	—	`conf`	Beyond Brain Reading: Randomized Sparsity and Clustering to Simultaneously Predict and Identify. MLINI Alexandre Gramfort, Gaël Varoquaux, Bertrand Thirion
2011	—	`conf`	Connectivity-Informed fMRI Activation Detection. MICCAI (2) Bernard Ng, Rafeef Abugharbieh, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion
2011	—	`conf`	Detecting Outlying Subjects in High-Dimensional Neuroimaging Datasets with Regularized Minimum Covariance Determinant. MICCAI (3) Virgile Fritsch, Gaël Varoquaux, Benjamin Thyreau, Jean-Baptiste Poline, Bertrand Thirion
2011	—	`conf`	Multi-scale Mining of fMRI Data with Hierarchical Structured Sparsity. PRNI Rodolphe Jenatton, Alexandre Gramfort, Vincent Michel, Guillaume Obozinski, Francis R. Bach, Bertrand Thirion
2011	—	`conf`	Multi-subject Dictionary Learning to Segment an Atlas of Brain Spontaneous Activity. IPMI Gaël Varoquaux, Alexandre Gramfort, Fabian Pedregosa, Vincent Michel, Bertrand Thirion
2011	J	`jnl`	Multiclass Sparse Bayesian Regression for fMRI-Based Prediction. Int. J. Biomed. Imaging Vincent Michel, Evelyn Eger, Christine Keribin, Bertrand Thirion
2011	J	`jnl`	Phase delays within visual cortex shape the response to steady-state visual stimulation. NeuroImage Benoit Cottereau, Jean Lorenceau, Alexandre Gramfort, Maureen Clerc, Bertrand Thirion, Sylvain Baillet
2011	—	`conf`	Relating Brain Functional Connectivity to Anatomical Connections: Model Selection. MLINI Fani Deligianni, Gaël Varoquaux, Bertrand Thirion, Emma C. Robinson, David J. Sharp, A. David Edwards, Daniel Rueckert
2011	J	`jnl`	Robust clustering of massive tractography datasets. NeuroImage Pamela Guevara, Cyril Poupon, Denis Rivière, Yann Cointepas, Maxime Descoteaux, Bertrand Thirion, Jean-François Mangin
2011	J	`jnl`	Scikit-learn: Machine Learning in Python. J. Mach. Learn. Res. 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
2011	—	`conf`	Statistical Learning for Resting-State fMRI: Successes and Challenges. MLINI Gaël Varoquaux, Bertrand Thirion
2011	J	`jnl`	Total Variation Regularization for fMRI-Based Prediction of Behavior. IEEE Trans. Medical Imaging Vincent Michel, Alexandre Gramfort, Gaël Varoquaux, Evelyn Eger, Bertrand Thirion
2011	J	`jnl`	Total variation regularization for fMRI-based prediction of behaviour CoRR Vincent Michel, Alexandre Gramfort, Gaël Varoquaux, Evelyn Eger, Bertrand Thirion
2010	J	`jnl`	A group model for stable multi-subject ICA on fMRI datasets. NeuroImage Gaël Varoquaux, Sepideh Sadaghiani, Philippe Pinel, Andreas Kleinschmidt, Jean-Baptiste Poline, Bertrand Thirion
2010	—	`conf`	A supervised clustering approach for extracting predictive information from brain activation images. CVPR Workshops Vincent Michel, Evelyn Eger, Christine Keribin, Jean-Baptiste Poline, Bertrand Thirion
2010	—	`conf`	Accurate Definition of Brain Regions Position through the Functional Landmark Approach. MICCAI (2) Bertrand Thirion, Gaël Varoquaux, Jean-Baptiste Poline
2010	—	`conf`	Brain covariance selection: better individual functional connectivity models using population prior. NIPS Gaël Varoquaux, Alexandre Gramfort, Jean-Baptiste Poline, Bertrand Thirion
2010	—	`conf`	Detection of Brain Functional-Connectivity Difference in Post-stroke Patients Using Group-Level Covariance Modeling. MICCAI (1) Gaël Varoquaux, Flore Baronnet, Andreas Kleinschmidt, Pierre Fillard, Bertrand Thirion
2010	—	`conf`	ICA-based sparse features recovery from FMRI datasets. ISBI Gaël Varoquaux, Merlin Keller, Jean-Baptiste Poline, Philippe Ciuciu, Bertrand Thirion
2010	—	`conf`	Imaging Genetics: Bio-Informatics and Bio-Statistics Challenges. COMPSTAT Jean-Baptiste Poline, Christophe Lalanne, Arthur Tenenhaus, Edouard Duchesnay, Bertrand Thirion, Vincent Frouin
2010	—	`conf`	Inference of a HARDI Fiber Bundle Atlas Using a Two-Level Clustering Strategy. MICCAI (1) Pamela Guevara, Cyril Poupon, Denis Rivière, Yann Cointepas, Linda Marrakchi-Kacem, Maxime Descoteaux, Pierre Fillard, Bertrand Thirion, Jean-François Mangin
2010	—	`conf`	Multi-Class Sparse Bayesian Regression for Neuroimaging Data Analysis. MLMI Vincent Michel, Evelyn Eger, Christine Keribin, Bertrand Thirion
2010	—	`conf`	Parcellation Schemes and Statistical Tests to Detect Active Regions on the Cortical Surface. COMPSTAT Bertrand Thirion, Alan Tucholka, Jean-Baptiste Poline
2009	J	`jnl`	CanICA: Model-based extraction of reproducible group-level ICA patterns from fMRI time series CoRR Gaël Varoquaux, Sepideh Sadaghiani, Jean-Baptiste Poline, Bertrand Thirion
2009	—	`conf`	Discriminative Network Models of Schizophrenia. NIPS Guillermo A. Cecchi, Irina Rish, Benjamin Thyreau, Bertrand Thirion, Marion Plaze, Marie-Laure Paillère-Martinot, Catherine Martelli, Jean-Luc Martinot, Jean-Baptiste Poline
2009	—	`book`	Structural and probabilistic methods for group analysis in functional neuroimaging. (Méthodes structurales et probabilistes pour l'analyse de groupe en neuroimagerie fonctionnelle). Bertrand Thirion
2008	J	`jnl`	A fully Bayesian approach to the parcel-based detection-estimation of brain activity in fMRI. NeuroImage Salima Makni, Jérôme Idier, Thomas Vincent, Bertrand Thirion, Ghislaine Dehaene-Lambertz, Philippe Ciuciu
2008	J	`jnl`	Connectivity-Based Parcellation of the Cortical Mantle Using q-Ball Diffusion Imaging. Int. J. Biomed. Imaging 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
2008	—	`conf`	Defining cortical sulcus patterns using partial clustering based on bootstrap and bagging. ISBI Zhong Yi Sun, Denis Rivière, Edouard Duchesnay, Bertrand Thirion, Fabrice Poupon, Jean-François Mangin
2008	—	`conf`	Mutual information-based feature selection enhances fMRI brain activity classification. ISBI Vincent Michel, Cécilia Damon, Bertrand Thirion
2008	—	`conf`	Probabilistic Anatomo-Functional Parcellation of the Cortex: How Many Regions?. MICCAI (2) Alan Tucholka, Bertrand Thirion, Matthieu Perrot, Philippe Pinel, Jean-François Mangin, Jean-Baptiste Poline
2008	—	`conf`	Sensitivity analysis of parcellation in the joint detection-estimation of brain activity in fMRI. ISBI Thomas Vincent, Philippe Ciuciu, Bertrand Thirion
2008	—	`conf`	Triangulating cortical functional networks with anatomical landmarks. ISBI Alan Tucholka, Bertrand Thirion, Philippe Pinel, Jean-Baptiste Poline, Jean-François Mangin
2007	J	`jnl`	Analysis of a large fMRI cohort: Statistical and methodological issues for group analyses. NeuroImage Bertrand Thirion, Philippe Pinel, Sébastien Mériaux, Alexis Roche, Stanislas Dehaene, Jean-Baptiste Poline
2007	—	`conf`	High Level Group Analysis of FMRI Data Based on Dirichlet Process Mixture Models. IPMI Bertrand Thirion, Alan Tucholka, Merlin Keller, Philippe Pinel, Alexis Roche, Jean-François Mangin, Jean-Baptiste Poline
2007	J	`jnl`	Mixed-effect statistics for group analysis in fMRI: A nonparametric maximum likelihood approach. NeuroImage Alexis Roche, Sébastien Mériaux, Merlin Keller, Bertrand Thirion
2007	J	`jnl`	Structural Analysis of fMRI Data Revisited: Improving the Sensitivity and Reliability of fMRI Group Studies. IEEE Trans. Medical Imaging Bertrand Thirion, Philippe Pinel, Alan Tucholka, Alexis Roche, Philippe Ciuciu, Jean-François Mangin, Jean-Baptiste Poline
2006	—	`conf`	Anatomo-Functional Description of the Brain : A Probabilistic Approach. ICASSP (5) Benjamin Thyreau, Bertrand Thirion, Guillaume Flandin, Jean-Baptiste Poline
2006	J	`jnl`	Detection of signal synchronizations in resting-state fMRI datasets. NeuroImage Bertrand Thirion, Silke Dodel, Jean-Baptiste Poline
2006	—	`conf`	Improving Sensitivity and Reliability of fMRI Group Studies through High Level Combination of Individual Subjects Results. CVPR Workshops Bertrand Thirion, Alexis Roche, Philippe Ciuciu, Jean-Baptiste Poline
2006	J	`jnl`	Inverse retinotopy: Inferring the visual content of images from brain activation patterns. NeuroImage Bertrand Thirion, Edouard Duchesnay, Edward M. Hubbard, Jessica Dubois, Jean-Baptiste Poline, Denis Le Bihan, Stanislas Dehaene
2006	—	`conf`	Reading the brain visual system as an inverse problem. ISBI Bertrand Thirion, Edouard Duchesnay, Edward M. Hubbard, Jessica Dubois, Jean-Baptiste Poline, Stanislas Dehaene
2006	—	`conf`	Robust statistics for nonparametric group analysis in fMRI. ISBI Sébastien Mériaux, Alexis Roche, Bertrand Thirion, Ghislaine Dehaene-Lambertz
2005	—	`conf`	Finding Landmarks in the Functional Brain: Detection and Use for Group Characterization. MICCAI (2) Bertrand Thirion, Philippe Pinel, Jean-Baptiste Poline
2004	J	`jnl`	Feature characterization in fMRI data: the Information Bottleneck approach. Medical Image Anal. Bertrand Thirion, Olivier D. Faugeras
2004	—	`conf`	Nonlinear Dimension Reduction of fMRI Data: The Laplacian Embedding Approach. ISBI Olivier D. Faugeras, Bertrand Thirion
2003	—	`conf`	Dynamical Components Analysis of FMRI Data: A Second Order Solution. EUROCAST Bertrand Thirion, Olivier D. Faugeras
2003	J	`jnl`	Dynamical components analysis of fMRI data through kernel PCA. NeuroImage Bertrand Thirion, Olivier D. Faugeras
2003	—	`conf`	Feature Detection in fMRI Data: The Information Bottleneck Approach. MICCAI (2) Bertrand Thirion, Olivier D. Faugeras
2003	—	`—`	fMRI data analysis : statistics, information and dynamics. (Analyse de données d' IRM fonctionnelle : statistiques, information et dynamique). Bertrand Thirion
2002	—	`conf`	Dynamical components analysis of fMRI data. ISBI Bertrand Thirion, Olivier D. Faugeras
2000	A*	`conf`	Fusion of Color, Shading and Boundary Information for Factory Pipe Segmentation. CVPR Bertrand Thirion, Benedicte Bascle, Visvanathan Ramesh, Nassir Navab