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Criteria : Author : "Bertrand, Thirion", Publication year >= "2001" to "2021", Structure name contains or id is : "Parietal", Publication type : "('ART_ACL','ART_SCL','COMM_ACT')"
Number of occurrences founded :
169.
- titre
- An empirical evaluation of functional alignment using inter-subject decoding
- auteur
- Thomas Bazeille, Elizabeth Dupre, Hugo Richard, Jean-Baptiste Poline, Bertrand Thirion
- article
- NeuroImage, 2021, 245, ⟨10.1016/j.neuroimage.2021.118683⟩
- titre
- From deep brain phenotyping to functional atlasing
- auteur
- Bertrand Thirion, Alexis Thual, Ana Luísa Pinho
- article
- Current Opinion in Behavioral Sciences, 2021, 40, pp.201-212. ⟨10.1016/j.cobeha.2021.05.004⟩
- titre
- Tissue outcome prediction in hyperacute ischemic stroke: Comparison of machine learning models
- auteur
- Joseph Benzakoun, Sylvain Charron, Guillaume Turc, Wagih Ben Hassen, Laurence Legrand, Grégoire Boulouis, Olivier Naggara, Jean-Claude Baron, Bertrand Thirion, Catherine Oppenheim
- article
- Journal of Cerebral Blood Flow and Metabolism, 2021, pp.0271678X2110243. ⟨10.1177/0271678X211024371⟩
- titre
- Extracting representations of cognition across neuroimaging studies improves brain decoding
- auteur
- Arthur Mensch, Julien Mairal, Bertrand Thirion, Gaël Varoquaux
- article
- PLoS Computational Biology, 2021, 17 (5), pp.e1008795:1-20. ⟨10.1371/journal.pcbi.1008795⟩
- titre
- Functional annotation of human cognitive states using deep graph convolution
- auteur
- Yu Zhang, Loïc Tetrel, Bertrand Thirion, Pierre Bellec
- article
- NeuroImage, 2021, 231, pp.117847. ⟨10.1016/j.neuroimage.2021.117847⟩
- titre
- Decoding with Confidence: Statistical Control on Decoder Maps
- auteur
- Jérôme-Alexis Chevalier, Tuan-Binh Nguyen, Joseph Salmon, Gaël Varoquaux, Bertrand Thirion
- article
- NeuroImage, 2021, pp.117921. ⟨10.1016/j.neuroimage.2021.117921⟩
- titre
- Brain topography beyond parcellations: local gradients of functional maps
- auteur
- Elvis Dohmatob, Hugo Richard, Ana Luísa Pinho, Bertrand Thirion
- article
- NeuroImage, 2021, pp.117706. ⟨10.1016/j.neuroimage.2020.117706⟩
- titre
- Population modeling with machine learning can enhance measures of mental health
- auteur
- Kamalaker Dadi, Gaël Varoquaux, Josselin Houenou, Danilo Bzdok, Bertrand Thirion, Denis Engemann
- article
- GigaScience, 2021, ⟨10.1101/2020.08.25.266536⟩
- titre
- Shared Independent Component Analysis for Multi-Subject Neuroimaging
- auteur
- Hugo Richard, Pierre Ablin, Bertrand Thirion, Alexandre Gramfort, Aapo Hyvärinen
- article
- 35th Conference on Neural Information Processing Systems NeurIPS 2021, Dec 2021, Sydney (Virtual Conference), Australia
- titre
- Functional Magnetic Resonance Imaging data augmentation through conditional ICA
- auteur
- Badr Tajini, Hugo Richard, Bertrand Thirion
- article
- MICCAI 2021 - 24th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2021, Strasbourg, France
- titre
- Subject‐specific segregation of functional territories based on deep phenotyping
- auteur
- Ana Luísa Pinho, Alexis Amadon, Murielle Fabre, Elvis Dohmatob, Isabelle Denghien, Juan Jesús Torres, Chantal Ginisty, Séverine Becuwe-Desmidt, Séverine Roger, Laurence Laurier, Véronique Joly-Testault, Gaëlle Médiouni-Cloarec, Christine Doublé, Bernadette Martins, Philippe Pinel, Evelyn Eger, Gaël Varoquaux, Christophe C Pallier, Stanislas Dehaene, Lucie Hertz‐pannier, Bertrand Thirion
- article
- Human Brain Mapping, 2020, ⟨10.1002/hbm.25189⟩
- titre
- Fine-grain atlases of functional modes for fMRI analysis
- auteur
- Kamalaker Dadi, Gaël Varoquaux, Antonia Machlouzarides-Shalit, Krzysztof J. Gorgolewski, Demian Wassermann, Bertrand Thirion, Arthur Mensch
- article
- NeuroImage, 2020, 221, pp.117126
- titre
- Variability in the analysis of a single neuroimaging dataset by many teams
- auteur
- Rotem Botvinik-Nezer, Felix Holzmeister, Colin F Camerer, Anna Dreber, Juergen Huber, Magnus Johannesson, Michael Kirchler, Roni Iwanir, Jeanette A Mumford, R. Alison Adcock, Paolo Avesani, Blazej M Baczkowski, Aahana Bajracharya, Leah Bakst, Sheryl Ball, Marco Barilari, Nadège Bault, Derek Beaton, Julia Beitner, Roland G Benoit, Ruud M.W.J. Berkers, Jamil P Bhanji, Bharat B Biswal, Sebastian Bobadilla-Suarez, Tiago Bortolini, Katherine L Bottenhorn, Alexander Bowring, Senne Braem, Hayley R Brooks, Emily G Brudner, Cristian B Calderon, Julia A Camilleri, Jaime J Castrellon, Luca Cecchetti, Edna C Cieslik, Zachary J Cole, Olivier Collignon, Robert W Cox, William A Cunningham, Stefan Czoschke, Kamalaker Dadi, Charles P Davis, Alberto De Luca, Mauricio R Delgado, Lysia Demetriou, Jeffrey B Dennison, Xin Di, Erin W Dickie, Ekaterina Dobryakova, Claire L Donnat, Juergen Dukart, Niall W Duncan, Joke Durnez, Amr Eed, Simon B. Eickhoff, Andrew Erhart, Laura Fontanesi, G. Matthew Fricke, Shiguang Fu, Adriana Galván, Remi Gau, Sarah Genon, Tristan Glatard, Enrico Glerean, Jelle J Goeman, Sergej A.E. Golowin, Carlos González-García, Krzysztof J Gorgolewski, Cheryl L Grady, Mikella A Green, João F Guassi Moreira, Olivia Guest, Shabnam Hakimi, J. Paul Hamilton, Roeland Hancock, Giacomo Handjaras, Bronson B Harry, Colin Hawco, Peer Herholz, Gabrielle Herman, Stephan Heunis, Felix Hoffstaedter, Jeremy Hogeveen, Susan Holmes, Chuan-Peng Hu, Scott A Huettel, Matthew E Hughes, Vittorio Iacovella, Alexandru D Iordan, Peder M Isager, Ayse I Isik, Andrew Jahn, Matthew R Johnson, Tom Johnstone, Michael J.E. Joseph, Anthony C Juliano, Joseph W Kable, Michalis Kassinopoulos, Cemal Koba, Xiang-Zhen Kong, Timothy R Koscik, Nuri Erkut Kucukboyaci, Brice A Kuhl, Sebastian Kupek, Angela R Laird, Claus Lamm, Robert Langner, Nina Lauharatanahirun, Hongmi Lee, Sangil Lee, Alexander Leemans, Andrea Leo, Elise Lesage, Flora Li, Monica Y.C. Li, Phui Cheng Lim, Evan N Lintz, Schuyler W Liphardt, Annabel B Losecaat Vermeer, Bradley C Love, Michael L Mack, Norberto Malpica, Theo Marins, Camille Maumet, Kelsey Mcdonald, Joseph T Mcguire, Helena Melero, Adriana S Méndez Leal, Benjamin Meyer, Kristin N Meyer, Glad Mihai, Georgios D. Mitsis, Jorge Moll, Dylan M Nielson, Gustav Nilsonne, Michael P Notter, Emanuele Olivetti, Adrian I Onicas, Paolo Papale, Kaustubh R Patil, Jonathan E Peelle, Alexandre Pérez, Doris Pischedda, Jean-Baptiste Poline, Yanina Prystauka, Shruti Ray, Patricia A Reuter-Lorenz, Richard C Reynolds, Emiliano Ricciardi, Jenny R Rieck, Anais M Rodriguez-Thompson, Anthony Romyn, Taylor Salo, Gregory R Samanez-Larkin, Emilio Sanz-Morales, Margaret L Schlichting, Douglas H Schultz, Qiang Shen, Margaret A Sheridan, Jennifer A Silvers, Kenny Skagerlund, Alec Smith, David V Smith, Peter Sokol-Hessner, Simon R Steinkamp, Sarah M Tashjian, Bertrand Thirion, John N Thorp, Gustav Tinghög, Loreen Tisdall, Steven H Tompson, Claudio Toro-Serey, Juan Jesus Torre Tresols, Leonardo Tozzi, Vuong Truong, Luca Turella, Anna E van ‘t Veer, Tom Verguts, Jean M Vettel, Sagana Vijayarajah, Khoi Vo, Matthew B Wall, Wouter D Weeda, Susanne Weis, David J White, David Wisniewski, Alba Xifra-Porxas, Emily A Yearling, Sangsuk Yoon, Rui Yuan, Kenneth S.L. Yuen, Lei Zhang, Xu Zhang, Joshua E Zosky, Thomas E. Nichols, Russell A Poldrack, Tom Schonberg
- article
- Nature, 2020, 582 (7810), pp.84-88. ⟨10.1038/s41586-020-2314-9⟩
- titre
- NeuroQuery, comprehensive meta-analysis of human brain mapping
- auteur
- Jérôme Dockès, Russell Poldrack, Romain Primet, Hande Gözükan, Tal Yarkoni, Fabian M Suchanek, Bertrand Thirion, Gaël Varoquaux
- article
- eLife, 2020
- titre
- Individual Brain Charting dataset extension, second release of high-resolution fMRI data for cognitive mapping
- auteur
- Ana Luísa Pinho, Alexis Amadon, Baptiste Gauthier, Nicolas Clairis, André Knops, Sarah Genon, Elvis Dohmatob, Juan Jesús Torre, Chantal Ginisty, Séverine Becuwe-Desmidt, Séverine Roger, Yann Lecomte, Valérie Berland, Laurence Laurier, Véronique Joly-Testault, Gaëlle Médiouni-Cloarec, Christine Doublé, Bernadette Martins, Eric Salmon, Manuela Piazza, David Melcher, Mathias Pessiglione, Virginie van Wassenhove, Evelyn Eger, Gaël Varoquaux, Stanislas Dehaene, Lucie Hertz-Pannier, Bertrand Thirion
- article
- Scientific Data , 2020, ⟨10.1038/s41597-020-00670-4⟩
- titre
- Multi-Scale Network Regression for Brain-Phenotype Associations
- auteur
- Cedric Huchuan Xia, Zongming Ma, Zaixu Cui, Danilo Bzdok, Bertrand Thirion, Danielle Bassett, Theodore D Satterthwaite, Russell T Shinohara, Daniela M Witten
- article
- Human Brain Mapping, In press, ⟨10.1002/hbm.24982⟩
- titre
- Statistical control for spatio-temporal MEG/EEG source imaging with desparsified multi-task Lasso
- auteur
- Jérôme-Alexis Chevalier, Alexandre Gramfort, Joseph Salmon, Bertrand Thirion
- article
- NeurIPS 2020 - 34h Conference on Neural Information Processing Systems, Dec 2020, Vancouver /Virtual, Canada
- titre
- Modeling Shared Responses in Neuroimaging Studies through MultiView ICA
- auteur
- Hugo Richard, Luigi Gresele, Aapo Hyvärinen, Bertrand Thirion, Alexandre Gramfort, Pierre Ablin
- article
- NeurIPS 2020 - Advances in Neural Information Processing Systems, Dec 2020, Vancouver, Canada. pp.19149--19162
- titre
- Multivariate analysis is sufficient for lesion-behaviour mapping
- auteur
- Lucas Martin, Julie Josse, Bertrand Thirion
- article
- MICCAI BrainLes 2020 workshop, Oct 2020, Lima, Peru
- titre
- Aggregation of Multiple Knockoffs
- auteur
- Tuan-Binh Nguyen, Jérôme-Alexis Chevalier, Bertrand Thirion, Sylvain Arlot
- article
- ICML 2020 - 37th International Conference on Machine Learning, Jul 2020, Vienne / Virtual, Austria
- titre
- Brain-based ranking of cognitive domains to predict schizophrenia
- auteur
- Teresa M Karrer, Danielle S. Bassett, Birgit Derntl, Oliver Gruber, Andre Aleman, Renaud Jardri, Angela R Laird, Peter Fox, Simon B. Eickhoff, Olivier Grisel, Gaël Varoquaux, Bertrand Thirion, Danilo Bzdok
- article
- Human Brain Mapping, 2019, 40, pp.4487-4507. ⟨10.1002/hbm.24716⟩
- titre
- SmartPulse, a machine learning approach for calibration-free dynamic RF shimming: preliminary study in a clinical environment
- auteur
- Raphael Tomi-Tricot, Vincent Gras, Bertrand Thirion, Franck Mauconduit, Nicolas Boulant, Hamza Cherkaoui, Pierre Zerbib, Alexandre Vignaud, Alain Luciani, Alexis Amadon
- article
- Magnetic Resonance in Medicine, 2019, 82, pp.2016-2031. ⟨10.1002/mrm.27870⟩
- titre
- Benchmarking functional connectome-based predictive models for resting-state fMRI
- auteur
- Kamalaker Dadi, Mehdi Rahim, Alexandre Abraham, Darya Chyzhyk, Michael Milham, Bertrand Thirion, Gaël Varoquaux
- article
- NeuroImage, 2019, 192, pp.115-134. ⟨10.1016/j.neuroimage.2019.02.062⟩
- titre
- The functional database of the ARCHI project: Potential and perspectives
- auteur
- Philippe Pinel, Baudouin Forgeot d'Arc, Stanislas Dehaene, Thomas Bourgeron, Bertrand Thirion, Denis Le Bihan, Cyril Poupon
- article
- NeuroImage, 2019, 197, pp.527-543. ⟨10.1016/j.neuroimage.2019.04.056⟩
- titre
- Population shrinkage of covariance (PoSCE) for better individual brain functional-connectivity estimation
- auteur
- Mehdi Rahim, Bertrand Thirion, Gaël Varoquaux
- article
- Medical Image Analysis, 2019, ⟨10.1016/j.media.2019.03.001⟩
- titre
- Mapping the asynchrony of cortical maturation in the infant brain: a MRI multi-parametric clustering approach
- auteur
- Jessica Lebenberg, Jean-François Mangin, Bertrand Thirion, Cyril Poupon, Lucie Hertz-Pannier, François Leroy, Parvaneh Adibpour, Ghislaine Dehaene-Lambertz, Jessica Dubois
- article
- NeuroImage, 2019, 185, pp.641-653. ⟨10.1016/j.neuroimage.2018.07.022⟩
- titre
- Feature Grouping as a Stochastic Regularizer for High-Dimensional Structured Data
- auteur
- Sergül Aydöre, Bertrand Thirion, Gaël Varoquaux
- article
- NeurIPS 2019 - 33th Annual Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada
- titre
- Group level MEG/EEG source imaging via optimal transport: minimum Wasserstein estimates
- auteur
- Hicham Janati, Thomas Bazeille, Bertrand Thirion, Marco Cuturi, Alexandre Gramfort
- article
- IPMI 2019 - 26th international conference on Information Processing in Medical Imaging, Jun 2019, Hong Kong, Hong Kong SAR China
- titre
- Local Optimal Transport for Functional Brain Template Estimation
- auteur
- Thomas Bazeille, Hugo Richard, Hicham Janati, Bertrand Thirion
- article
- IPMI 2019 - 26th International Conference on Information Processing in Medical Imaging, Jun 2019, Hong Kong, China. ⟨10.1007/978-3-030-20351-1_18⟩
- titre
- ECKO: Ensemble of Clustered Knockoffs for robust multivariate inference on MRI data
- auteur
- Tuan-Binh Nguyen, Jérôme-Alexis Chevalier, Bertrand Thirion
- article
- IPMI 2019 - International Conference on Information Processing in Medical Imaging, Jun 2019, Hong Kong, Hong Kong SAR China. ⟨10.1007/978-3-030-20351-1_35⟩
- titre
- Atlases of cognition with large-scale human brain mapping
- auteur
- Gaël Varoquaux, Yannick Schwartz, Russell A Poldrack, Baptiste Gauthier, Danilo Bzdok, Jean-Baptiste Poline, Bertrand Thirion
- article
- PLoS Computational Biology, 2018, 14 (11), pp.e1006565. ⟨10.1371/journal.pcbi.1006565⟩
- titre
- Subspecialization within default mode nodes characterized in 10,000 UK Biobank participants
- auteur
- Julius M Kernbach, B T Thomas Yeo, Jonathan Smallwood, Daniel Margulies, Michel Thiebaut de Schotten, Henrik Walter, Mert Sabuncu, Avram J Holmes, Alexandre Gramfort, Gaël Varoquaux, Bertrand Thirion, Danilo Bzdok
- article
- Proceedings of the National Academy of Sciences of the United States of America, 2018, ⟨10.1073/pnas.1804876115⟩
- titre
- Shared Endo-phenotypes of Default Mode Dysfunction in Attention Deficit/Hyperactivity Disorder and Autism Spectrum Disorder
- auteur
- Julius M Kernbach, Theodore D Satterthwaite, Danielle S. Bassett, Jonathan Smallwood, Daniel Margulies, Sarah Krall, Philip Shaw, Gaël Varoquaux, Bertrand Thirion, Kerstin Konrad, Danilo Bzdok
- article
- Translational Psychiatry, 2018, 8 (1), pp.133. ⟨10.1038/s41398-018-0179-6⟩
- titre
- Individual Brain Charting, a high-resolution fMRI dataset for cognitive mapping
- auteur
- Ana Luísa Pinho, Alexis Amadon, Torsten Ruest, Murielle Fabre, Elvis Dohmatob, Isabelle Denghien, Chantal Ginisty, Séverine Becuwe-Desmidt, Séverine Roger, Laurence Laurier, Véronique Joly-Testault, Gaëlle Médiouni-Cloarec, Christine Doublé, Bernadette Martins, Philippe Pinel, Evelyn Eger, Gael Varoquaux, Christophe Pallier, Stanislas Dehaene, Lucie Hertz-Pannier, Bertrand Thirion
- article
- Scientific Data , 2018, 5, pp.180105. ⟨10.1038/sdata.2018.105⟩
- titre
- Inter-subject registration of functional images: do we need anatomical images ?
- auteur
- Elvis Dohmatob, Gaël Varoquaux, Bertrand Thirion
- article
- Frontiers in Neuroscience, In press
- titre
- Different shades of default mode disturbance in schizophrenia: Subnodal covariance estimation in structure and function
- auteur
- Jeremy Lefort-Besnard, Danielle S Bassett, Jonathan Smallwood, Daniel S. Margulies, Birgit Derntl, Oliver Gruber, Andre Aleman, Renaud Jardri, Gaël Varoquaux, Bertrand Thirion, Simon B. Eickhoff, Danilo Bzdok
- article
- Human Brain Mapping, 2018, pp.1-52
- titre
- Stochastic Subsampling for Factorizing Huge Matrices
- auteur
- Arthur Mensch, Julien Mairal, Bertrand Thirion, Gaël Varoquaux
- article
- IEEE Transactions on Signal Processing, 2018, 66 (1), pp.113-128. ⟨10.1109/TSP.2017.2752697⟩
- titre
- Atlases of cognition with large-scale brain mapping
- auteur
- Gaël Varoquaux, Yannick Schwartz, Russell Poldrack, Baptiste Gauthier, Danilo Bzdok, Jean-Baptiste Poline, Bertrand Thirion
- article
- PLoS Computational Biology, In press
- titre
- Patterns of Schizophrenia Symptoms: Hidden Structure in the PANSS Questionnaire
- auteur
- Jeremy Lefort-Besnard, Gaël Varoquaux, Birgit Derntl, Oliver Gruber, Andre Aleman, Renaud Jardri, Iris Sommer, Bertrand Thirion, Danilo Bzdok
- article
- Translational Psychiatry, In press, ⟨10.1038/s41398-018-0294-4⟩
- titre
- Text to brain: predicting the spatial distribution of neuroimaging observations from text reports
- auteur
- Jérôme Dockès, Demian Wassermann, Russell Poldrack, Fabian M. Suchanek, Bertrand Thirion, Gaël Varoquaux
- article
- MICCAI 2018 - 21st International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2018, Granada, Spain. pp.1-18
- titre
- Optimizing deep video representation to match brain activity
- auteur
- Hugo Richard, Ana Pinho, Bertrand Thirion, Guillaume Charpiat
- article
- CCN 2018 - Conference on Cognitive Computational Neuroscience, Sep 2018, Philadelphia, United States
- titre
- A standardised representation for non-parametric fMRI results
- auteur
- Camille Maumet, Guillaume Flandin, Martin Perez-Guevara, Jean-Baptiste Poline, Justin Rajendra, Richard Reynolds, Bertrand Thirion, Thomas E. Nichols
- article
- OHBM 2018 - Annual meeting of the Organization of Human Brain Mapping, Jun 2018, Singapore, Singapore. pp.1-4
- titre
- Controlling a confound in predictive models with a test set minimizing its effect
- auteur
- Darya Chyzhyk, Gaël Varoquaux, Bertrand Thirion, Michael Milham
- article
- PRNI 2018 - 8th International Workshop on Pattern Recognition in Neuroimaging, Jun 2018, Singapore, Singapore. pp.1-4
- titre
- Statistical Inference with Ensemble of Clustered Desparsified Lasso
- auteur
- Jérôme-Alexis Chevalier, Joseph Salmon, Bertrand Thirion
- article
- MICCAI, 2018, Grenade, Spain
- titre
- Decoding fMRI activity in the time domain improves classification performance
- auteur
- João Loula, Gaël Varoquaux, Bertrand Thirion
- article
- NeuroImage, 2017, ⟨10.1016/j.neuroimage.2017.08.018⟩
- titre
- Joint prediction of multiple scores captures better individual traits from brain images
- auteur
- Mehdi Rahim, Bertrand Thirion, Danilo Bzdok, Irène Buvat, Gaël Varoquaux
- article
- NeuroImage, 2017, ⟨10.1016/j.neuroimage.2017.06.072⟩
- titre
- Best Practices in Data Analysis and Sharing in Neuroimaging using MRI
- auteur
- Thomas E Nichols, Samir Das, Simon B. Eickhoff 3, Alan C Evans, Tristan Glatard, Michael Hanke, Nikolaus Kriegeskorte, Michael P Milham, Russell A Poldrack, Jean-Baptiste P Poline, Erika P Proal, Bertrand Thirion, David van Essen, Tonya White, B.T. Thomas Yeo
- article
- Nature Neuroscience, 2017, 20, pp.299-303. ⟨10.1038/nn.4500⟩
- titre
- FReM – scalable and stable decoding with fast regularized ensemble of models
- auteur
- Andrés A Hoyos-Idrobo, Gaël Varoquaux, Yannick Schwartz, Bertrand Thirion
- article
- NeuroImage, 2017, pp.1-16. ⟨10.1016/j.neuroimage.2017.10.005⟩
- titre
- Distinct alterations in Parkinson's Medication-state and Disease-state Connectivity Running Title: PD altered connectivity
- auteur
- Bernard Ng, Gaël Varoquaux, Jean Baptiste Poline, Bertrand Thirion, Michael D. Greicius, Kathleen L Poston
- article
- Neuroimage-Clinical, 2017
- titre
- Learning Neural Representations of Human Cognition across Many fMRI Studies
- auteur
- Arthur Mensch, Julien Mairal, Danilo Bzdok, Bertrand Thirion, Gaël Varoquaux
- article
- Neural Information Processing Systems, Dec 2017, Long Beach, United States
- titre
- Label scarcity in biomedicine: Data-rich latent factor discovery enhances phenotype prediction
- auteur
- Marc-Andre Schulz, Gaël Varoquaux, Alexandre Gramfort, Bertrand Thirion, Danilo Bzdok
- article
- Neural Information Processing Systems, Machine Learning in Health Workshop, Dec 2017, Long Beach, United States
- titre
- Population-shrinkage of covariance to estimate better brain functional connectivity
- auteur
- Mehdi Rahim, Bertrand Thirion, Gaël Varoquaux
- article
- Medical Image Computing and Computer Assisted Interventions, Sep 2017, Quebec city, Canada
- titre
- Hierarchical Region-Network Sparsity for High-Dimensional Inference in Brain Imaging
- auteur
- Danilo Bzdok, Michael Eickenberg, Gaël Varoquaux, Bertrand Thirion
- article
- International conference on Information Processing in Medical Imaging (IPMI) 2017, Jun 2017, Boone, North Carolina, United States
- titre
- Towards a Faster Randomized Parcellation Based Inference
- auteur
- Andrés Hoyos-Idrobo, Gaël Varoquaux, Bertrand Thirion
- article
- PRNI 2017 - 7th International Workshop on Pattern Recognition in NeuroImaging, Jun 2017, Toronto, Canada
- titre
- Multi-output predictions from neuroimaging: assessing reduced-rank linear models
- auteur
- Mehdi Rahim, Bertrand Thirion, Gaël Varoquaux
- article
- PRNI 2017 - The 7th International Workshop on Pattern Recognition in Neuroimaging, Jun 2017, Toronto, Canada. pp.1 - 4, ⟨10.1109/PRNI.2017.7981504⟩
- titre
- Deriving reproducible biomarkers from multi-site resting-state data: An Autism-based example
- auteur
- Alexandre Abraham, Michael Milham, Adriana Di Martino, R. Cameron Craddock, Dimitris Samaras, Bertrand Thirion, Gaël Varoquaux
- article
- NeuroImage, 2016, ⟨10.1016/j.neuroimage.2016.10.045⟩
- titre
- Transmodal Learning of Functional Networks for Alzheimer's Disease Prediction
- auteur
- Mehdi Rahim, Bertrand Thirion, Claude Comtat, Gaël Varoquaux
- article
- IEEE Journal of Selected Topics in Signal Processing, 2016, 10 (7), pp.1204 - 1213. ⟨10.1109/JSTSP.2016.2600400⟩
- titre
- Recursive nearest agglomeration (ReNA): fast clustering for approximation of structured signals
- auteur
- Andrés Hoyos-Idrobo, Gaël Varoquaux, Jonas Kahn, Bertrand Thirion
- article
- IEEE Transactions on Pattern Analysis and Machine Intelligence, In press, XX, ⟨10.1109/TPAMI.2018.2815524⟩
- titre
- Neuroimaging Research: From Null-Hypothesis Falsification to Out-of-sample Generalization
- auteur
- Danilo Bzdok, Gaël Varoquaux, Bertrand Thirion
- article
- Educational and Psychological Measurement, 2016
- titre
- Formal Models of the Network Co-occurrence Underlying Mental Operations
- auteur
- Danilo Bzdok, Gaël Varoquaux, Olivier Grisel, Michael Eickenberg, Cyril Poupon, Bertrand Thirion
- article
- PLoS Computational Biology, 2016, ⟨10.1371/journal.pcbi.1004994⟩
- titre
- Exploring the early organization and maturation of linguistic pathways in the human infant brain
- auteur
- Jessica Dubois, Cyril Poupon, Bertrand Thirion, Hina Simonnet, Sofya Kulikova, François Leroy, Lucie Hertz-Pannier, Ghislaine Dehaene-Lambertz
- article
- Cerebral Cortex, 2016, 26 (5), pp.2283-2298. ⟨10.1093/cercor/bhv082⟩
- titre
- Connectivity-Based Parcellation: Critique and Implications
- auteur
- Simon B. Eickhoff, Bertrand Thirion, Gaël Varoquaux, Danilo Bzdok
- article
- Human Brain Mapping, 2016, pp.22. ⟨10.1002/hbm.22933⟩
- titre
- Seeing it all: Convolutional network layers map the function of the human visual system
- auteur
- Michael Eickenberg, Alexandre Gramfort, Gaël Varoquaux, Bertrand Thirion
- article
- NeuroImage, 2016, ⟨10.1016/j.neuroimage.2016.10.001⟩
- titre
- Subsampled online matrix factorization with convergence guarantees
- auteur
- Arthur Mensch, Julien Mairal, Gaël Varoquaux, Bertrand Thirion
- article
- NIPS Workshop on Optimization for Machine Learning, Dec 2016, Barcelone, Spain
- titre
- Learning brain regions via large-scale online structured sparse dictionary-learning
- auteur
- Elvis Dohmatob, Arthur Mensch, Gaël Varoquaux, Bertrand Thirion
- article
- Neural Information Processing Systems (NIPS), Dec 2016, Barcelona, Spain
- titre
- Fast brain decoding with random sampling and random projections
- auteur
- Andrés Hoyos-Idrobo, Gaël Varoquaux, Bertrand Thirion
- article
- PRNI 2016: the 6th International Workshop on Pattern Recognition in Neuroimaging, Jun 2016, Trento, Italy
- titre
- Comparing functional connectivity based predictive models across datasets
- auteur
- Kamalaker Dadi, Alexandre Abraham, Mehdi Rahim, Bertrand Thirion, Gaël Varoquaux
- article
- PRNI 2016: 6th International Workshop on Pattern Recognition in Neuroimaging, Jun 2016, Trento, Italy
- titre
- Social-sparsity brain decoders: faster spatial sparsity
- auteur
- Gaël Varoquaux, Matthieu Kowalski, Bertrand Thirion
- article
- Pattern Recognition in NeuroImaging, Jun 2016, Trento, Italy
- titre
- Dictionary Learning for Massive Matrix Factorization
- auteur
- Arthur Mensch, Julien Mairal, Bertrand Thirion, Gaël Varoquaux
- article
- International Conference on Machine Learning, Jun 2016, New York, United States. pp.1737-1746
- titre
- Compressed Online Dictionary Learning for Fast Resting-State fMRI Decomposition
- auteur
- Arthur Mensch, Gaël Varoquaux, Bertrand Thirion
- article
- International Symposium on Biomedical Imaging, IEEE, Apr 2016, Prague, Czech Republic. pp.1282-1285, ⟨10.1109/ISBI.2016.7493501⟩
- titre
- Local Q-Linear Convergence and Finite-time Active Set Identification of ADMM on a Class of Penalized Regression Problems
- auteur
- Elvis Dohmatob, Michael Eickenberg, Bertrand Thirion, Gaël Varoquaux
- article
- ICASSP, International Conference on Acoustics, Speach, and Signal Processing, Mar 2016, http://icassp2016.org/default.asp, China
- titre
- Data-driven HRF estimation for encoding and decoding models
- auteur
- Fabian Pedregosa, Michael Eickenberg, Philippe Ciuciu, Bertrand Thirion, Alexandre Gramfort
- article
- NeuroImage, 2015, pp.209--220. ⟨10.1016/j.neuroimage.2014.09.060⟩
- titre
- Transport on Riemannian Manifold for Connectivity-based Brain Decoding
- auteur
- Bernard Ng, Gaël Varoquaux, Jean-Baptiste Poline, Michael D Greicius, Bertrand Thirion
- article
- IEEE Transactions on Medical Imaging, 2015, PP (99), pp.9. ⟨10.1109/TMI.2015.2463723⟩
- titre
- Semi-Supervised Factored Logistic Regression for High-Dimensional Neuroimaging Data
- auteur
- Danilo Bzdok, Michael Eickenberg, Olivier Grisel, Bertrand Thirion, Gaël Varoquaux
- article
- NIPS'15: 28th International Conference on Neural Information Processing Systems, Dec 2015, Montreal, Canada
- titre
- Total Variation meets Sparsity: statistical learning with segmenting penalties
- auteur
- Michael Eickenberg, Elvis Dohmatob, Bertrand Thirion, Gaël Varoquaux
- article
- Medical Image Computing and Computer Aided Intervention (MICCAI), Oct 2015, München, Germany
- titre
- Integrating Multimodal Priors in Predictive Models for the Functional Characterization of Alzheimer's Disease
- auteur
- Mehdi Rahim, Bertrand Thirion, Alexandre Abraham, Michael Eickenberg, Elvis Dohmatob, Claude Comtat, Gael Varoquaux
- article
- Medical Image Computing and Computer Assisted Intervention, Oct 2015, Munich, Germany. ⟨10.1007/978-3-319-24553-9_26⟩
- titre
- Correlations of correlations are not reliable statistics: implications for multivariate pattern analysis.
- auteur
- Bertrand Thirion, Fabian Pedregosa, Michael Eickenberg, Gaël Varoquaux
- article
- ICML Workshop on Statistics, Machine Learning and Neuroscience (Stamlins 2015), Bertrand Thirion, Lars Kai Hansen, Sanmi Koyejo, Jul 2015, Lille, France
- titre
- Fast clustering for scalable statistical analysis on structured images
- auteur
- Bertrand Thirion, Andrés Hoyos-Idrobo, Jonas Kahn, Gaël Varoquaux
- article
- ICML Workshop on Statistics, Machine Learning and Neuroscience (Stamlins 2015), Bertrand Thirion, Lars Kai Hansen, Sanmi Koyejo, Jul 2015, Lille, France
- titre
- Bootstrapped Permutation Test for Multiresponse Inference on Brain Behavior Associations
- auteur
- Bernard Ng, Jean Baptiste Poline, Bertrand Thirion, Michael D. Greicius
- article
- Information Processing in Medical Imaging 2015, Sebastien Ourselin, University College London, UK; Daniel Alexander, University College London, UK; Carl-Fredrik Westin, Harvard University, USA, Jun 2015, Sabhal Mor Ostaig, Isle of Skye, United Kingdom. pp.12
- titre
- Improving sparse recovery on structured images with bagged clustering
- auteur
- Andrés Hoyos-Idrobo, Yannick Schwartz, Gaël Varoquaux, Bertrand Thirion
- article
- International Workshop On Pattern Recognition In Neuroimaging (PRNI), 2015, Jun 2015, Palo alto, United States
- titre
- Speeding-up model-selection in GraphNet via early-stopping and univariate feature-screening
- auteur
- Elvis Dohmatob, Michael Eickenberg, Bertrand Thirion, Gaël Varoquaux
- article
- PRNI, Jun 2015, Stanford, United States
- titre
- Identification of Mood-Relevant Brain Connections Using a Continuous, Subject-Driven Rumination Paradigm.
- auteur
- Anna-Clare Milazzo, Bernard Ng, Heidi Jiang, William Shirer, Gael Varoquaux, Jean-Baptiste Poline, Bertrand Thirion, Michael D Greicius
- article
- Cerebral Cortex, 2014, pp.12
- titre
- Graph-based inter-subject pattern analysis of fMRI data
- auteur
- Sylvain Takerkart, Guillaume Auzias, Bertrand Thirion, Liva Ralaivola
- article
- PLoS ONE, 2014, 10.1371/journal.pone.0104586. ⟨10.1371/journal.pone.0104586⟩
- titre
- Interoperable atlases of the human brain
- auteur
- K Amunts, M.J. Hawrylycz, David C. van Essen, Jd van Horn., N Harel, Jean-Baptiste Poline, F de Martino, J. G. Bjaalie, Ghislaine Dehaene-Lambertz, Stanislas Dehaene, P Valdes-Sosa, Bertrand Thirion, K Zilles, S.L. Hill, M.B. Abrams, P.A. Tass, W Vanduffel, Alan Evans, S.B. Eickhoff
- article
- NeuroImage, 2014, 99 (1), pp.8. ⟨10.1016/j.neuroimage.2014.06.010⟩
- titre
- Which fMRI clustering gives good brain parcellations?
- auteur
- Bertrand Thirion, Gaël Varoquaux, Elvis Dohmatob, Jean-Baptiste Poline
- article
- Frontiers in Neuroscience, 2014, 8 (167), pp.13. ⟨10.3389/fnins.2014.00167⟩
- titre
- Machine Learning Patterns for Neuroimaging-Genetic Studies in the Cloud
- auteur
- Benoit da Mota, Radu Tudoran, Alexandru Costan, Gaël Varoquaux, Goetz Brasche, Patricia J. Conrod, Hervé Lemaitre, Tomáš Paus, Marcella Rietschel, Vincent Frouin, Jean-Baptiste Poline, Gabriel Antoniu, Bertrand Thirion
- article
- Frontiers in Neuroinformatics, 2014, Recent advances and the future generation of neuroinformatics infrastructure, 8, ⟨10.3389/fninf.2014.00031⟩
- titre
- Probabilistic Atlas and Geometric Variability Estimation to Drive Tissue Segmentation
- auteur
- Hao Xu, Bertrand Thirion, Stéphanie Allassonnière
- article
- Statistics in Medicine, 2014, 33 (20), pp.24. ⟨10.1002/sim.6156⟩
- titre
- How machine learning is shaping cognitive neuroimaging
- auteur
- Gaël Varoquaux, Bertrand Thirion
- article
- GigaScience, 2014, 3, pp.28. ⟨10.1186/2047-217X-3-28⟩
- titre
- Principal Component Regression predicts functional responses across individuals
- auteur
- Bertrand Thirion, Gaël Varoquaux, Olivier Grisel, Cyril Poupon, Philippe Pinel
- article
- MICCAI, Sep 2014, Boston, United States
- titre
- Deriving a multi-subject functional-connectivity atlas to inform connectome estimation
- auteur
- Ronald Phlypo, Bertrand Thirion, Gaël Varoquaux
- article
- Medical Image Computing and Computer-Assisted Intervention, Sep 2014, Boston, United States. pp.185-192, ⟨10.1007/978-3-319-10443-0_24⟩
- titre
- Transport on Riemannian Manifold for Functional Connectivity-based Classification
- auteur
- Bernard Ng, Martin Dressler, Gaël Varoquaux, Jean-Baptiste Poline, Michael D. Greicius, Bertrand Thirion
- article
- MICCAI - 17th International Conference on Medical Image Computing and Computer Assisted Intervention, Polina Golland, Sep 2014, Boston, United States
- titre
- Benchmarking solvers for TV-l1 least-squares and logistic regression in brain imaging
- auteur
- Elvis Dohmatob, Alexandre Gramfort, Bertrand Thirion, Gaël Varoquaux
- article
- PRNI 2014 - 4th International Workshop on Pattern Recognition in NeuroImaging, Jun 2014, Tübingen, Germany
- titre
- Automatic pathology classification using a single feature machine learning - support vector machines
- auteur
- Fernando Yepes, Fabian Pedregosa, Bertrand Thirion, Yalin Wang, Natasha Lepore
- article
- SPIE Medical Imaging 2014, Feb 2014, San Diego, United States. pp.24, ⟨10.1117/12.2043943⟩
- titre
- Machine Learning for Neuroimaging with Scikit-Learn
- auteur
- Alexandre Abraham, Fabian Pedregosa, Michael Eickenberg, Philippe Gervais, Andreas Muller, Jean Kossaifi, Alexandre Gramfort, Bertrand Thirion, Gaël Varoquaux
- article
- Frontiers in Neuroscience, 2013, pp.15. ⟨10.3389/fninf.2014.00014⟩
- titre
- Randomized parcellation based inference.
- auteur
- Benoit da Mota, Virgile Fritsch, Gaël Varoquaux, Tobias Banaschewski, Gareth J. Barker, Arun L. W. Bokde, Uli Bromberg, Patricia J. Conrod, Jürgen Gallinat, Hugh Garavan, Jean-Luc Martinot, Frauke Nees, Tomáš Paus, Zdenka Pausova, Marcella Rietschel, Michael N. Smolka, Andreas Ströhle, Vincent Frouin, Jean-Baptiste Poline, Bertrand Thirion
- article
- NeuroImage, 2013, epub ahead of print. ⟨10.1016/j.neuroimage.2013.11.012⟩
- titre
- A framework for inter-subject prediction of functional connectivity from structural networks
- auteur
- Fani Deligianni, Gaël Varoquaux, Bertrand Thirion, David J. Sharp, Christian Ledig, Robert Leech, Daniel Rueckert
- article
- IEEE Transactions on Medical Imaging, 2013, epub ahead of print, ⟨10.1109/TMI.2013.2276916⟩
- titre
- Mapping cognitive ontologies to and from the brain
- auteur
- Yannick Schwartz, Bertrand Thirion, Gaël Varoquaux
- article
- NIPS (Neural Information Processing Systems), Dec 2013, United States
- titre
- Bayesian Estimation of Probabilistic Atlas for Anatomically-Informed Functional MRI Group Analyses
- auteur
- Hao Xu, Bertrand Thirion, Stéphanie Allassonnière
- article
- MICCAI - 16th International Conference on Medical Image Computing and Computer Assisted Intervention - 2013, Sep 2013, Nagoya, Japan
- titre
- Implications of Inconsistencies between fMRI and dMRI on Multimodal Connectivity Estimation
- auteur
- Bernard Ng, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion
- article
- MICCAI - 16th International Conference on Medical Image Computing and Computer Assisted Intervention - 2013, Kensaku Mori, Sep 2013, Nagoya, Japan
- titre
- Extracting brain regions from rest fMRI with Total-Variation constrained dictionary learning
- auteur
- Alexandre Abraham, Elvis Dohmatob, Bertrand Thirion, Dimitris Samaras, Gaël Varoquaux
- article
- MICCAI - 16th International Conference on Medical Image Computing and Computer Assisted Intervention - 2013, Sep 2013, Nagoya, Japan
- titre
- Enhancing the Reproducibility of Group Analysis with Randomized Brain Parcellations
- auteur
- Benoit da Mota, Virgile Fritsch, Gaël Varoquaux, Vincent Frouin, Jean-Baptiste Poline, Bertrand Thirion
- article
- MICCAI - 16th International Conference on Medical Image Computing and Computer Assisted Intervention - 2013, Sep 2013, Nagoya, Japan
- titre
- Unsupervised Fiber Bundles Registration using Weighted Measures Geometric Demons
- auteur
- Viviana Siless, Sergio Medina, Pierre Fillard, Bertrand Thirion
- article
- Workshop on Multi Modal Brain Image Analysis, Li Shen - Tianming Liu - Pew-Thian Yap - Heng Huang - Dinggang Shen -Carl-Fredrik Westin, Sep 2013, Nagoya, Japan
- titre
- Cohort-level brain mapping: learning cognitive atoms to single out specialized regions
- auteur
- Gaël Varoquaux, Yannick Schwartz, Philippe Pinel, Bertrand Thirion
- article
- IPMI - Information Processing in Medical Imaging - 2013, William M. Wells, Sarang Joshi, Kilian M. Pohl, Jun 2013, Asilomar, United States. pp.438-449, ⟨10.1007/978-3-642-38868-2_37⟩
- titre
- A Novel Sparse Group Gaussian Graphical Model for Functional Connectivity Estimation
- auteur
- Bernard Ng, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion
- article
- Information Processing in Medical Imaging, Jun 2013, Asilomar, United States
- titre
- Robust Group-Level Inference in Neuroimaging Genetic Studies
- auteur
- Virgile Fritsch, Benoit da Mota, Gaël Varoquaux, Vincent Frouin, Eva Loth, Jean-Baptiste Poline, Bertrand Thirion
- article
- Pattern Recognition in Neuroimaging, Jun 2013, Philadelphie, United States
- titre
- HRF estimation improves sensitivity of fMRI encoding and decoding models
- auteur
- Fabian Pedregosa, Michael Eickenberg, Bertrand Thirion, Alexandre Gramfort
- article
- 3nd International Workshop on Pattern Recognition in NeuroImaging, Jun 2013, Philadelphia, United States
- titre
- A Comparison of Metrics and Algorithms for Fiber Clustering
- auteur
- Viviana Siless, Sergio Medina, Gaël Varoquaux, Bertrand Thirion
- article
- Pattern Recognition in NeuroImaging, Jun 2013, Philadelphia, United States
- titre
- Identifying predictive regions from fMRI with TV-L1 prior
- auteur
- Alexandre Gramfort, Bertrand Thirion, Gaël Varoquaux
- article
- Pattern Recognition in Neuroimaging (PRNI), Jun 2013, Philadelphia, United States
- titre
- Second order scattering descriptors predict fMRI activity due to visual textures
- auteur
- Michael Eickenberg, Fabian Pedregosa, Senoussi Mehdi, Alexandre Gramfort, Bertrand Thirion
- article
- PRNI 2013 - 3nd International Workshop on Pattern Recognition in NeuroImaging, Jun 2013, Philadelphia, United States
- titre
- An empirical comparison of surface-based and volume-based group studies in neuroimaging
- auteur
- Alan Tucholka, Virgile Fritsch, Jean-Baptiste Poline, Bertrand Thirion
- article
- NeuroImage, 2012, 63 (3), pp.1443-53. ⟨10.1016/j.neuroimage.2012.06.019⟩
- titre
- Hyperfrontality and hypoconnectivity during refreshing in schizophrenia.
- auteur
- Marie-Laure Grillon, Catherine Oppenheim, Gaël Varoquaux, Frédérique Charbonneau, Anne-Dominique Devauchelle, Marie-Odile Krebs, Franck Bayle, Bertrand Thirion, Caroline Huron
- article
- Psychiatry Research: Neuroimaging, 2012, 211 (3), pp.226-233. ⟨10.1016/j.pscychresns.2012.09.001⟩
- titre
- Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares.
- auteur
- Vincent Guillemot, Vincent Frouin, Philippe Pinel, Christophe Lalanne, Laura Trinchera, Arthur Tenenhaus, Antonio Moreno, Monica Zilbovicius, Thomas Bourgeron, Stanislas Dehaene, Bertrand Thirion, Jean-Baptiste Poline
- article
- NeuroImage, 2012, 63 (1), pp.11-24. ⟨10.1016/j.neuroimage.2012.06.061⟩
- titre
- Multi-scale Mining of fMRI data with Hierarchical Structured Sparsity
- auteur
- Rodolphe Jenatton, Alexandre Gramfort, Vincent Michel, Guillaume Obozinski, Evelyn Eger, Francis Bach, Bertrand Thirion
- article
- SIAM Journal on Imaging Sciences, 2012, 5 (3), pp.835-856. ⟨10.1137/110832380⟩
- titre
- Detecting Outliers in High-Dimensional Neuroimaging Datasets with Robust Covariance Estimators
- auteur
- Virgile Fritsch, Gaël Varoquaux, Benjamin Thyreau, Jean-Baptiste Poline, Bertrand Thirion
- article
- Medical Image Analysis, 2012, 16, pp.1359-1370. ⟨10.1016/j.media.2012.05.002⟩
- titre
- A-Brain: Using the Cloud to Understand the Impact of Genetic Variability on the Brain
- auteur
- Gabriel Antoniu, Alexandru Costan, Benoit da Mota, Bertrand Thirion, Radu Tudoran
- article
- ERCIM News, 2012, pp.21-22
- titre
- Markov models for fMRI correlation structure: is brain functional connectivity small world, or decomposable into networks?
- auteur
- Gaël Varoquaux, Alexandre Gramfort, Jean Baptiste Poline, Bertrand Thirion
- article
- Journal of Physiology - Paris, 2012, 106, pp.212-221. ⟨10.1016/j.jphysparis.2012.01.001⟩
- titre
- A MapReduce Approach for Ridge Regression in Neuroimaging-Genetic Studies
- auteur
- Benoit da Mota, Michael Eickenberg, Soizic Laguitton, Vincent Frouin, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion
- article
- DCICTIA-MICCAI - Data- and Compute-Intensive Clinical and Translational Imaging Applications in conjonction with the 15th International Conference on Medical Image Computing and Computer Assisted Intervention - 2012, Oct 2012, Nice, France
- titre
- Joint T1 and Brain Fiber Log-Demons Registration Using Currents to Model Geometry
- auteur
- Viviana Siless, Joan Glaunès, Pamela Guevara, Jean-François Mangin, Cyril Poupon, Denis Le Bihan, Bertrand Thirion, Pierre Fillard
- article
- MICCAI, Oct 2012, Nice, France, France
- titre
- Improving accuracy and power with transfer learning using a meta-analytic database
- auteur
- Yannick Schwartz, Gaël Varoquaux, Christophe Pallier, Philippe Pinel, Jean-Baptiste Poline, Bertrand Thirion
- article
- MICCAI, Oct 2012, Nice, France. pp.1-8
- titre
- Graph-based inter-subject classification of local fMRI patterns
- auteur
- Sylvain Takerkart, Guillaume Auzias, Bertrand Thirion, Daniele Schön, Liva Ralaivola
- article
- Third International Workshop Machine Learning in Medical Imaging - MLMI 2012 (Held in Conjunction with MICCAI 2012), Oct 2012, Nice, France. pp 184-192, ⟨10.1007/978-3-642-35428-1_23⟩
- titre
- A Novel Sparse Graphical Approach for Multimodal Brain Connectivity Inference
- auteur
- Bernard Ng, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion
- article
- Medical Image Computing and Computer Assisted Intervention, Oct 2012, Nice, France
- titre
- Non-parametric Density Modeling and Outlier Detection in Medical Imaging Datasets
- auteur
- Virgile Fritsch, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion
- article
- Machine Learning in Medical Imaging - Miccai 2012 workshop, Oct 2012, Nice, France. pp.207-214
- titre
- Learning to rank from medical imaging data
- auteur
- Fabian Pedregosa, Elodie Cauvet, Gaël Varoquaux, Christophe Pallier, Bertrand Thirion, Alexandre Gramfort
- article
- Third International Workshop on Machine Learning in Medical Imaging - MLMI 2012, INRIA, Oct 2012, Nice, France
- titre
- A fast computational framework for genome-wide association studies with neuroimaging data
- auteur
- Benoit da Mota, Vincent Frouin, Edouard Duchesnay, Soizic Laguitton, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion
- article
- 20th International Conference on Computational Statistics (COMPSTAT 2012), Aug 2012, Limassol, Cyprus
- titre
- Improved brain pattern recovery through ranking approaches
- auteur
- Fabian Pedregosa, Elodie Cauvet, Gaël Varoquaux, Christophe Pallier, Bertrand Thirion, Alexandre Gramfort
- article
- PRNI 2012 : 2nd International Workshop on Pattern Recognition in NeuroImaging, Jul 2012, London, United Kingdom
- titre
- Connectivity-informed Sparse Classifiers for fMRI Brain Decoding
- auteur
- Bernard Ng, Viviana Siless, Gaël Varoquaux, Jean-Baptiste Poline, Bertrand Thirion, Rafeef Abugharbieh
- article
- Pattern Recognition in Neuroimaging, Christos Davatzikos, Moritz Grosse-Wentrup, Janaina Mourao-Miranda, Dimitri Van De Ville, Jul 2012, London, United Kingdom
- titre
- Decoding Visual Percepts Induced by Word Reading with fMRI
- auteur
- Alexandre Gramfort, Christophe Pallier, Gaël Varoquaux, Bertrand Thirion
- article
- Pattern Recognition in NeuroImaging (PRNI), 2012 International Workshop on, Jul 2012, Londres, United Kingdom. pp.13-16, ⟨10.1109/PRNI.2012.20⟩
- titre
- Multilayer Scattering Image Analysis Fits fMRI Activity in Visual Areas
- auteur
- Michael Eickenberg, Alexandre Gramfort, Bertrand Thirion
- article
- International Workshop on Pattern Recognition in NeuroImaging, Jul 2012, London, United Kingdom
- titre
- On spatial selectivity and prediction across conditions with fMRI
- auteur
- Yannick Schwartz, Gaël Varoquaux, Bertrand Thirion
- article
- PRNI 2012 : 2nd International Workshop on Pattern Recognition in NeuroImaging, Jul 2012, London, United Kingdom. pp.53-56
- titre
- Small-sample brain mapping: sparse recovery on spatially correlated designs with randomization and clustering
- auteur
- Gaël Varoquaux, Alexandre Gramfort, Bertrand Thirion
- article
- International Conference on Machine Learning, Andrew McCallum, Jun 2012, Edimbourg, United Kingdom
- titre
- Scikit-learn: Machine Learning in Python
- auteur
- Fabian Pedregosa, Gaël Varoquaux, Alexandre Gramfort, Vincent Michel, Bertrand Thirion, Olivier Grisel, Mathieu Blondel, Peter Prettenhofer, Ron Weiss, Vincent Dubourg, Jake Vanderplas, Alexandre Passos, David Cournapeau, Matthieu Brucher, Matthieu Perrot, Edouard Duchesnay
- article
- Journal of Machine Learning Research, 2011
- titre
- A supervised clustering approach for fMRI-based inference of brain states
- auteur
- Vincent Michel, Alexandre Gramfort, Gaël Varoquaux, Evelyn Eger, Christine Keribin, Bertrand Thirion
- article
- Pattern Recognition, 2011, epub ahead of print. ⟨10.1016/j.patcog.2011.04.006⟩
- titre
- Multiclass Sparse Bayesian Regression for fMRI-Based Prediction
- auteur
- Vincent Michel, Evelyn Eger, Christine Keribin, Bertrand Thirion
- article
- International Journal of Biomedical Imaging, 2011, 2011, ⟨10.1155/2011/350838⟩
- titre
- Total variation regularization for fMRI-based prediction of behaviour.
- auteur
- Vincent Michel, Alexandre Gramfort, Gaël Varoquaux, Evelyn Eger, Bertrand Thirion
- article
- IEEE Transactions on Medical Imaging, 2011, 30 (7), pp.1328 - 1340. ⟨10.1109/TMI.2011.2113378⟩
- titre
- A Comparative Study of Algorithms for Intra- and Inter-subjects fMRI Decoding
- auteur
- Vincent Michel, Alexandre Gramfort, Evelyn Eger, Gaël Varoquaux, Bertrand Thirion
- article
- MLINI - Machine Learning and Interpretation in Neuroimaging - 2011, Dec 2011, Sierra Nevada, Spain. pp.1-8, ⟨10.1007/978-3-642-34713-9_1⟩
- titre
- Statistical Learning for Resting-State fMRI: Successes and Challenges
- auteur
- Gaël Varoquaux, Bertrand Thirion
- article
- Machine Learning and Interpretation in Neuroimaging, NIPS workshop, Dec 2011, Sierra Nevada, Spain. pp.172-177, ⟨10.1007/978-3-642-34713-9_22⟩
- titre
- Beyond brain reading: randomized sparsity and clustering to simultaneously predict and identify
- auteur
- Alexandre Gramfort, Gaël Varoquaux, Bertrand Thirion
- article
- NIPS 2011 MLINI Workshop, Dec 2011, Granada, Spain. pp.9-16, ⟨10.1007/978-3-642-34713-9_2⟩
- titre
- Detecting Outlying Subjects in High-Dimensional Neuroimaging Datasets with Regularized Minimum Covariance Determinant
- auteur
- Virgile Fritsch, Gaël Varoquaux, Thyreau Benjamin, Jean-Baptiste Poline, Bertrand Thirion
- article
- Medical Image Computing and Computer Assisted Intervention, Sep 2011, Toronto, Canada. pp. 264-271, ⟨10.1007/978-3-642-23626-6_33⟩
- titre
- Connectivity-informed fMRI Activation Detection
- auteur
- Bernard Ng, Abugharbieh Rafeef, Gaël Varoquaux, Jean Baptiste Poline, Bertrand Thirion
- article
- Medical Image Computing and Computed Aided Intervention, Sep 2011, Toronto, Canada. pp.285-292, ⟨10.1007/978-3-642-23629-7_35⟩
- titre
- A probabilistic framework to infer brain functional connectivity from anatomical connections
- auteur
- Fani Deligianni, Gaël Varoquaux, Bertrand Thirion, Emma Robinson, David J. Sharp, David A. Edwards, Daniel Rueckert
- article
- Information Processing in Medical Imaging, Gábor Székely, Horst Hahn, Jul 2011, Kaufbeuren, Germany. pp.296-307, ⟨10.1007/978-3-642-22092-0_25⟩
- titre
- Multi-subject dictionary learning to segment an atlas of brain spontaneous activity
- auteur
- Gaël Varoquaux, Alexandre Gramfort, Fabian Pedregosa, Vincent Michel, Bertrand Thirion
- article
- Information Processing in Medical Imaging, Gábor Székely, Horst Hahn, Jul 2011, Kaufbeuren, Germany. pp.562-573, ⟨10.1007/978-3-642-22092-0_46⟩
- titre
- Multi-scale Mining of fMRI Data with Hierarchical Structured Sparsity
- auteur
- Rodolphe Jenatton, Alexandre Gramfort, Vincent Michel, Guillaume Obozinski, Francis Bach, Bertrand Thirion
- article
- PRNI 2011 - IEEE International Workshop on Pattern Recognition in NeuroImaging, May 2011, Seoul, South Korea. ⟨10.1109/PRNI.2011.15⟩
- titre
- Phase delays within visual cortex shape the response to steady-state visual stimulation.
- auteur
- Benoit Cottereau, Jean Lorenceau, Alexandre Gramfort, Maureen Clerc, Bertrand Thirion, Sylvain Baillet
- article
- NeuroImage, 2010, 54 (3), pp.1919-1929. ⟨10.1016/j.neuroimage.2010.10.004⟩
- titre
- A group model for stable multi-subject ICA on fMRI datasets.
- auteur
- Gaël Varoquaux, Sepideh Sadaghiani, Philippe Pinel, Andreas Kleinschmidt, Jean-Baptiste Poline, Bertrand Thirion
- article
- NeuroImage, 2010, 51 (1), pp.288-99. ⟨10.1016/j.neuroimage.2010.02.010⟩
- titre
- Inference of a HARDI fiber bundle atlas using a two-level clustering strategy.
- auteur
- Pamela Guevara, Cyril Poupon, Denis Rivière, Yann Cointepas, Linda Marrakchi, Maxime Descoteaux, Pierre Fillard, Bertrand Thirion, Jean-François Mangin
- article
- Medical image computing and computer-assisted intervention : MICCAI .. International Conference on Medical Image Computing and Computer-Assisted Intervention, 2010, 13 (Pt 1), pp.550-7
- titre
- Brain covariance selection: better individual functional connectivity models using population prior
- auteur
- Gaël Varoquaux, Alexandre Gramfort, Jean Baptiste Poline, Bertrand Thirion
- article
- Advances in Neural Information Processing Systems, John Lafferty, Dec 2010, Vancouver, Canada
- titre
- Detection of brain functional-connectivity difference in post-stroke patients using group-level covariance modeling
- auteur
- Gaël Varoquaux, Flore Baronnet, Andreas Kleinschmidt, Pierre Fillard, Bertrand Thirion
- article
- Medical Image Computing and Computer Added Intervention, Tianzi Jiang, Sep 2010, Beijing, China. ⟨10.1007/978-3-642-15705-9_25⟩
- titre
- Multi-Class Sparse Bayesian Regression for Neuroimaging data analysis
- auteur
- Vincent Michel, Evelyn Eger, Christine Keribin, Bertrand Thirion
- article
- International Workshop on Machine Learning in Medical Imaging (MLMI) In conjunction with MICCAI 2010, Sep 2010, Beijing, China. pp.50-58, ⟨10.1007/978-3-642-15948-0⟩
- titre
- Accurate Definition of Brain Regions Position Through the Functional Landmark Approach
- auteur
- Bertrand Thirion, Gaël Varoquaux, Jean-Baptiste Poline
- article
- 13th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2010, Beijing, China
- titre
- Parcellation Schemes and Statistical Tests to Detect Active Regions on the Cortical Surface
- auteur
- Bertrand Thirion, Alan Tucholka, Jean-Baptiste Poline
- article
- 19th International Conference on Computational Statistics, Aug 2010, Paris, France. pp.565--572
- titre
- Imaging genetics: bio-informatics and bio-statistics challenges
- auteur
- Jean-Baptiste Poline, Christophe Lalanne, Arthur Tenenhaus, Edouard Duchesnay, Bertrand Thirion, Vincent Frouin
- article
- 19th International Conference on Computational Statistics, Aug 2010, Paris, France
- titre
- Random Forests based feature selection for decoding fMRI data
- auteur
- Robin Genuer, Vincent Michel, Evelyn Eger, Bertrand Thirion
- article
- COMPSTAT 2010 - 19th International Conference on Computational Statistics, Aug 2010, Paris, France. pp.1071-1078
- titre
- Total Variation regularization enhances regression-based brain activity prediction
- auteur
- Vincent Michel, Alexandre Gramfort, Gaël Varoquaux, Bertrand Thirion
- article
- 1st ICPR Workshop on Brain Decoding - Pattern recognition challenges in neuroimaging - 20th International Conference on Pattern Recognition, Aug 2010, Istanbul, Turkey. pp.9-12, ⟨10.1109/WBD.2010.13⟩
- titre
- A supervised clustering approach for extracting predictive information from brain activation images
- auteur
- Vincent Michel, Evelyn Eger, Christine Keribin, Jean-Baptiste Poline, Bertrand Thirion
- article
- Workshop on Mathematical Methods in Biomedical Image Analysis - IEEE Conference on Computer Vision and Pattern Recognition, Jun 2010, San Francisco, United States. pp.08
- titre
- ICA-based sparse feature recovery from fMRI datasets
- auteur
- Gaël Varoquaux, Merlin Keller, Jean Baptiste Poline, Philippe Ciuciu, Bertrand Thirion
- article
- Biomedical Imaging, IEEE International Symposium on, Apr 2010, Rotterdam, Netherlands. pp.1177
- titre
- An automatic valuation system in the human brain: evidence from functional neuroimaging.
- auteur
- Maël Lebreton, Soledad Jorge, Vincent Michel, Bertrand Thirion, Mathias Pessiglione
- article
- Neuron, 2009, 64 (3), pp.431-9. ⟨10.1016/j.neuron.2009.09.040⟩
- titre
- Deciphering cortical number coding from human brain activity patterns.
- auteur
- Evelyn Eger, Vincent Michel, Bertrand Thirion, Alexis Amadon, Stanislas Dehaene, Andreas Kleinschmidt
- article
- Current Biology - CB, 2009, 19 (19), pp.1608-15. ⟨10.1016/j.cub.2009.08.047⟩
- titre
- Recruitment of an area involved in eye movements during mental arithmetic.
- auteur
- André Knops, Bertrand Thirion, Edward M Hubbard, Vincent Michel, Stanislas Dehaene
- article
- Science, 2009, 324 (5934), pp.1583-5. ⟨10.1126/science.1171599⟩
- titre
- Discriminative network models of Schizophrenia
- auteur
- Guillermo A. Cecchi, Irina Rish, Benjamin Thyreau, Bertrand Thirion, Marion Plaze, Jean-Luc Martinot, Marie-Laure Pallière-Martinot, Jean-Baptiste Poline
- article
- NIPS 2009 - 23rd Annual Conference on Neural Information Processing Systems, Dec 2009, Vancouver, Canada. pp.252-260
- titre
- Surface-based versus volume-based fMRI group analysis: a case study
- auteur
- Alan Tucholka, Merlin Keller, Jean-Baptiste Poline, Alexis Roche, Bertrand Thirion
- article
- MICCAI 2009 Functional NeuroImaging Workshop, Bertrand Thirion, Alexis Roche, Philippe Ciuciu, Sep 2009, Londres, United Kingdom
- titre
- CanICA: Model-based extraction of reproducible group-level ICA patterns from fMRI time series
- auteur
- Gaël Varoquaux, Sepideh Sadaghiani, Jean Baptiste Poline, Bertrand Thirion
- article
- Medical Image Computing and Computer Aided Intervention, Sep 2009, London, United Kingdom. pp.1
- titre
- Adaptive multi-class Bayesian sparse regression - An application to brain activity classification
- auteur
- Vincent Michel, Evelyn Eger, Christine Keribin, Bertrand Thirion
- article
- MICCAI 2009: fMRI data analysis workshop - Medical Image Computing and Computer Aided Intervention, Sep 2009, London, United Kingdom. pp.1
- titre
- A fully Bayesian approach to the parcel-based detection-estimation of brain activity in fMRI.
- auteur
- Salima Makni, Jérôme Idier, Thomas Vincent, Bertrand Thirion, Ghislaine Dehaene-Lambertz, Philippe Ciuciu
- article
- NeuroImage, 2008, 41 (3), pp.941-69. ⟨10.1016/j.neuroimage.2008.02.017⟩
- titre
- Connectivity-Based Parcellation of the Cortical Mantle Using q-Ball Diffusion Imaging
- auteur
- Muriel Perrin, Yann Cointepas, Arnaud Cachia, Cyril Poupon, Bertrand Thirion, Denis Rivière, Pascal Cathier, Vincent El Kouby, André Constantinesco, Denis Le Bihan, Jean-François Mangin
- article
- International Journal of Biomedical Imaging, 2008, 2008, pp.368406. ⟨10.1155/2008/368406⟩
- titre
- Probabilistic anatomo-functional parcellation of the cortex: how many regions?
- auteur
- Alan Tucholka, Bertrand Thirion, Matthieu Perrot, Philippe Pinel, Jean-François Mangin, Jean-Baptiste Poline
- article
- Medical image computing and computer-assisted intervention : MICCAI .. International Conference on Medical Image Computing and Computer-Assisted Intervention, 2008, 11 (Pt 2), pp.399-406. ⟨10.1007/978-3-540-85990-1_48⟩
- titre
- Mutual information-based feature selection enhances fMRI brain activity classification
- auteur
- Vincent Michel, Cécilia Damon, Bertrand Thirion
- article
- 2008 5th IEEE international symposium on biomedical imaging: From nano to macro, May 2008, Paris, France. pp.592 - 595, ⟨10.1109/ISBI.2008.4541065⟩
- titre
- Analysis of a large fMRI cohort: Statistical and methodological issues for group analyses.
- auteur
- Bertrand Thirion, Philippe Pinel, Sébastien Mériaux, Alexis Roche, Stanislas Dehaene, Jean-Baptiste Poline
- article
- NeuroImage, 2007, 35 (1), pp.105-20. ⟨10.1016/j.neuroimage.2006.11.054⟩
- titre
- Challenging the estimation of cortical activity from MEG with simulated fMRI-constrained retinotopic maps.
- auteur
- Alexandre Gramfort, Benoit Cottereau, Maureen Clerc, Bertrand Thirion, Sylvain Baillet
- article
- Conference proceedings : .. Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2007, 2007, pp.4945-8. ⟨10.1109/IEMBS.2007.4353450⟩
- titre
- Fast reproducible identification and large-scale databasing of individual functional cognitive networks
- auteur
- Philippe Pinel, Bertrand Thirion, Sébastien Meriaux, Antoinette Jobert, Julien Serres, Denis Le Bihan, Jean-Baptiste Poline, Stanislas Dehaene
- article
- BMC Neuroscience, 2007, 8 (1), pp.91. ⟨10.1186/1471-2202-8-91⟩