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Pierre C. Bellec
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2020 – today
- 2024
[c14]Maximilien Le Clei
, Stav Bar-Sheshet, Pierre Bellec:
Generational Information Transfer with Neuroevolution on Control Tasks. GECCO Companion 2024: 595-598- [i9]Sana Ahmadi, Pierre Bellec, Tristan Glatard:
Scaling up ridge regression for brain encoding in a massive individual fMRI dataset. CoRR abs/2403.19421 (2024) - [i8]Pierre C. Bellec, Kai Tan:
Uncertainty quantification for iterative algorithms in linear models with application to early stopping. CoRR abs/2404.17856 (2024) - 2023
- [j32]Shima Rastegarnia, Marie St-Laurent, Elizabeth Dupre, Basile Pinsard, Pierre Bellec:
Brain decoding of the Human Connectome Project tasks in a dense individual fMRI dataset. NeuroImage 283: 120395 (2023) - [j31]Rachel J. Harding, Patrick Bermudez, Alexander Bernier, Michael J. S. Beauvais, Pierre Bellec, Sean L. Hill, Agah Karakuzu, Bartha M. Knoppers, Paul Pavlidis, Jean-Baptiste Poline, Jane Roskams, Nikola Stikov, Jessica Stone, Stephen C. Strother, CONP Consortium, Alan C. Evans:
The Canadian Open Neuroscience Platform - An open science framework for the neuroscience community. PLoS Comput. Biol. 19(7) (2023) - [c13]Maximilien Le Clei, Pierre Bellec:
Generative Adversarial Neuroevolution for Control Behaviour Imitation. GECCO Companion 2023: 663-666 - [c12]Kai Tan, Pierre C. Bellec:
Multinomial Logistic Regression: Asymptotic Normality on Null Covariates in High-Dimensions. NeurIPS 2023 - [d3]Yann Harel, André Cyr, Julie Boyle, Basile Pinsard, Jeremy Bernard, Marie-France Fourcade, Himanshu Aggarwal, Ana Fernanda Ponce, Bertrand Thirion, Karim Jerbi, Pierre Bellec:
Analyses code for the validation study of the CNeuromod controller. Zenodo, 2023
- [d2]Hao-Ting Wang, Steven L. Meisler, Hanad Sharmarke, Natasha Clarke, François Paugam, Nicolas Gensollen, Christopher J. Markiewicz, Bertrand Thirion, Pierre Bellec:
A reproducible benchmark of resting-state fMRI denoising strategies using fMRIPrep and Nilearn. Zenodo, 2023 - [d1]Hao-Ting Wang, Steven L. Meisler, Hanad Sharmarke, Natasha Clarke, François Paugam, Nicolas Gensollen, Christopher J. Markiewicz, Bertrand Thirion, Pierre Bellec:
A reproducible benchmark of resting-state fMRI denoising strategies using fMRIPrep and Nilearn. Zenodo, 2023 - [i7]Maximilien Le Clei, Pierre Bellec:
Neuroevolution of Recurrent Architectures on Control Tasks. CoRR abs/2304.12431 (2023) - [i6]Maximilien Le Clei, Pierre Bellec:
Generative Adversarial Neuroevolution for Control Behaviour Imitation. CoRR abs/2304.12432 (2023) - [i5]Yohan Chatelain, Loïc Tetrel, Christopher J. Markiewicz, Mathias Goncalves, Gregory Kiar, Oscar Esteban, Pierre Bellec, Tristan Glatard:
A numerical variability approach to results stability tests and its application to neuroimaging. CoRR abs/2307.01373 (2023) - 2022
- [j30]Yu Zhang, Nicolas Farrugia, Pierre Bellec:
Deep learning models of cognitive processes constrained by human brain connectomes. Medical Image Anal. 80: 102507 (2022) - [j29]Elizabeth Dupre, Chris Holdgraf, Agah Karakuzu, Loïc Tetrel, Pierre Bellec, Nikola Stikov, Jean-Baptiste Poline:
Beyond advertising: New infrastructures for publishing integrated research objects. PLoS Comput. Biol. 18(1) (2022) - [c11]Pierre C. Bellec, Yiwei Shen:
Derivatives and residual distribution of regularized M-estimators with application to adaptive tuning. COLT 2022: 1912-1947 - [c10]Maximilien Le Clei, Pierre Bellec:
Neuroevolution of recurrent architectures on control tasks. GECCO Companion 2022: 651-654 - 2021
- [j28]Yu Zhang, Loïc Tetrel, Bertrand Thirion, Pierre Bellec:
Functional annotation of human cognitive states using deep graph convolution. NeuroImage 231: 117847 (2021) - [j27]Mathieu Boudreau, Jean-Baptiste Poline, Pierre Bellec, Nikola Stikov:
On the open-source landscape of PLOS Computational Biology. PLoS Comput. Biol. 17(2) (2021) - 2020
- [j26]Yassine Benhajali, AmanPreet Badhwar, Helen Spiers, Sebastian Urchs, Jonathan Ilan Armoza, Thomas Ong, Daniel Perusse, Pierre Bellec:
A Standardized Protocol for Efficient and Reliable Quality Control of Brain Registration in Functional MRI Studies. Frontiers Neuroinformatics 14: 7 (2020) - [j25]AmanPreet Badhwar, Yannik Collin-Verreault, Pierre Orban, Sebastian Urchs, Isabelle Chouinard, Jacob Vogel, Olivier Potvin, Simon Duchesne, Pierre Bellec:
Multivariate consistency of resting-state fMRI connectivity maps acquired on a single individual over 2.5 years, 13 sites and 3 vendors. NeuroImage 205 (2020) - [j24]Aki Nikolaidis, Anibal Solon Heinsfeld, Ting Xu, Pierre C. Bellec, Joshua T. Vogelstein, Michael P. Milham:
Bagging improves reproducibility of functional parcellation of the human brain. NeuroImage 214: 116678 (2020) - [c9]Pierre Bellec, Dana Yang:
The Cost-free Nature of Optimally Tuning Tikhonov Regularizers and Other Ordered Smoothers. ICML 2020: 746-755 - [c8]Yiwei Shen, Pierre C. Bellec:
Asymptotic normality and confidence intervals for derivatives of 2-layers neural network in the random features model. NeurIPS 2020
2010 – 2019
- 2019
- [c7]Pierre C. Bellec, Arun K. Kuchibhotla:
First order expansion of convex regularized estimators. NeurIPS 2019: 3457-3468 - 2018
- [j23]R. Cameron Craddock, Pierre Bellec, Saâd Jbabdi:
Neuroimage special issue on brain segmentation and parcellation - Editorial. NeuroImage 170: 1-4 (2018) - [j22]Manuel Garcia-Garcia, Aki Nikolaidis, Pierre Bellec, R. Cameron Craddock, Brian Cheung, Francisco X. Castellanos, Michael P. Milham:
Detecting stable individual differences in the functional organization of the human basal ganglia. NeuroImage 170: 68-82 (2018) - 2017
- [j21]Tristan Glatard, Marc-Etienne Rousseau, Sorina Camarasu-Pop, Reza Adalat, Natacha Beck, Samir Das, Rafael Ferreira da Silva, Najmeh Khalili-Mahani, Vladimir Korkhov, Pierre-Olivier Quirion, Pierre Rioux, Sílvia D. Olabarriaga, Pierre Bellec, Alan C. Evans:
Software architectures to integrate workflow engines in science gateways. Future Gener. Comput. Syst. 75: 239-255 (2017) - [j20]Hien Duy Nguyen, Geoffrey J. McLachlan, Pierre Orban, Pierre Bellec, Andrew L. Janke:
Maximum Pseudolikelihood Estimation for Model-Based Clustering of Time Series Data. Neural Comput. 29(4): 990-1020 (2017) - [j19]Pierre Bellec, Carlton Chu, François Chouinard-Decorte, Yassine Benhajali, Daniel S. Margulies, R. Cameron Craddock:
The Neuro Bureau ADHD-200 Preprocessed repository. NeuroImage 144: 275-286 (2017) - [j18]Maxime Pelland, Pierre Orban, Christian Dansereau, Franco Lepore, Pierre Bellec, Olivier Collignon:
State-dependent modulation of functional connectivity in early blind individuals. NeuroImage 147: 532-541 (2017) - [j17]Christian Dansereau, Yassine Benhajali, Céline Risterucci, Emilio Merlo Pich, Pierre Orban, Douglas L. Arnold, Pierre Bellec:
Statistical power and prediction accuracy in multisite resting-state fMRI connectivity. NeuroImage 149: 220-232 (2017) - [j16]Krzysztof J. Gorgolewski, Fidel Alfaro-Almagro, Tibor Auer, Pierre Bellec, Mihai Capota, M. Mallar Chakravarty, Nathan William Churchill, Alexander Li Cohen, R. Cameron Craddock, Gabriel A. Devenyi, Anders Eklund, Oscar Esteban, Guillaume Flandin, Satrajit S. Ghosh, J. Swaroop Guntupalli, Mark Jenkinson, Anisha Keshavan, Gregory Kiar, Franziskus Liem, Pradeep Reddy Raamana, David Raffelt, Christopher John Steele, Pierre-Olivier Quirion, Robert E. Smith, Stephen C. Strother, Gaël Varoquaux, Yida Wang, Tal Yarkoni, Russell A. Poldrack:
BIDS apps: Improving ease of use, accessibility, and reproducibility of neuroimaging data analysis methods. PLoS Comput. Biol. 13(3) (2017) - [i4]Tristan Glatard, Gregory Kiar, Tristan Aumentado-Armstrong, Natacha Beck, Pierre Bellec, Rémi Bernard, Axel Bonnet, Sorina Camarasu-Pop, Frédéric Cervenansky, Samir Das, Rafael Ferreira da Silva, Guillaume Flandin, Pascal Girard, Krzysztof J. Gorgolewski, Charles R. G. Guttmann, Valérie Hayot-Sasson, Pierre-Olivier Quirion, Pierre Rioux, Marc-Etienne Rousseau, Alan C. Evans:
Boutiques: a flexible framework for automated application integration in computing platforms. CoRR abs/1711.09713 (2017) - 2016
- [j15]Jussi Tohka, Pierre Bellec, Christophe Grova, Anthonin Reilhac:
Simulation and Validation in Brain Image Analysis. Comput. Intell. Neurosci. 2016: 1041058:1-1041058:2 (2016) - [j14]Andrew T. Reid, John D. Lewis, Gleb Bezgin, Budhachandra S. Khundrakpam, Simon B. Eickhoff, Anthony Randal McIntosh, Pierre Bellec, Alan C. Evans:
A cross-modal, cross-species comparison of connectivity measures in the primate brain. NeuroImage 125: 311-331 (2016) - [c6]Pierre C. Bellec:
Aggregation of supports along the Lasso path. COLT 2016: 488-529 - [i3]Christian Dansereau, Yassine Benhajali, Céline Risterucci, Emilio Merlo Pich, Pierre Orban, Douglas Arnold, Pierre Bellec:
Statistical power and measurement bias in multisite resting-state fMRI connectivity. CoRR abs/1607.03392 (2016) - 2015
- [j13]Pierre C. Bellec, Alexandre B. Tsybakov:
Sharp oracle bounds for monotone and convex regression through aggregation. J. Mach. Learn. Res. 16: 1879-1892 (2015) - [j12]Pierre Bellec, Yassine Benhajali, Felix Carbonell, Christian Dansereau, Geneviève Albouy, Maxime Pelland, R. Cameron Craddock, Olivier Collignon, Julien Doyon, Emmanuel Stip, Pierre Orban:
Impact of the resolution of brain parcels on connectome-wide association studies in fMRI. NeuroImage 123: 212-228 (2015) - [i2]Guillaume Marrelec, Arnaud Messé, Pierre Bellec:
A Bayesian alternative to mutual information for the hierarchical clustering of dependent random variables. CoRR abs/1501.05194 (2015) - 2014
- [j11]Felix Carbonell, Pierre Bellec, Amir Shmuel:
Quantification of the impact of a confounding variable on functional connectivity confirms anti-correlated networks in the resting-state. NeuroImage 86: 343-353 (2014) - [j10]Karen Debas, Julie Carrier, Marc Barakat, Guillaume Marrelec, Pierre Bellec, Abdallah Hadj Tahar, Avi Karni, Leslie G. Ungerleider, Habib Benali, Julien Doyon:
Off-line consolidation of motor sequence learning results in greater integration within a cortico-striatal functional network. NeuroImage 99: 50-58 (2014) - [i1]Pierre Bellec, Yassine Benhajali, Felix Carbonell, Christian Dansereau, Z. Shehzad, Geneviève Albouy, Maxime Pelland, R. Cameron Craddock, Olivier Collignon, Julien Doyon, Emmanuel Stip, Pierre Orban:
Multiscale statistical testing for connectome-wide association studies in fMRI. CoRR abs/1409.2080 (2014) - 2013
- [c5]Pierre Bellec:
Mining the Hierarchy of Resting-State Brain Networks: Selection of Representative Clusters in a Multiscale Structure. PRNI 2013: 54-57 - 2012
- [j9]Pierre Bellec, Sébastien Lavoie-Courchesne, Phil Dickinson, Jason P. Lerch, Alex P. Zijdenbos, Alan C. Evans:
The pipeline system for Octave and Matlab (PSOM): a lightweight scripting framework and execution engine for scientific workflows. Frontiers Neuroinformatics 6: 7 (2012) - [j8]Cecile Madjar, Claudine Joëlle Gauthier, Pierre Bellec, Rasmus M. Birn, Jonathan C. W. Brooks, Richard D. Hoge:
Task-related BOLD responses and resting-state functional connectivity during physiological clamping of end-tidal CO2. NeuroImage 61(1): 41-49 (2012) - [j7]Clare Kelly, Roberto Toro, Adriana Di Martino, Christine L. Cox, Pierre Bellec, F. Xavier Castellanos, Michael P. Milham:
A convergent functional architecture of the insula emerges across imaging modalities. NeuroImage 61(4): 1129-1142 (2012) - [j6]Paule-Joanne Toussaint, Vincent Perlbarg, Pierre Bellec, Serge Desarnaud, Lucette Lacomblez, Julien Doyon, Marie Odile Habert, Habib Benali:
Resting state FDG-PET functional connectivity as an early biomarker of Alzheimer's disease using conjoint univariate and independent component analyses. NeuroImage 63(2): 936-946 (2012) - 2011
- [j5]Felix Carbonell, Pierre Bellec, Amir Shmuel:
Global and System-Specific Resting-State fMRI Fluctuations Are Uncorrelated: Principal Component Analysis Reveals Anti-Correlated Networks. Brain Connect. 1(6): 496-510 (2011) - 2010
- [j4]Pierre Bellec, Pedro Rosa-Neto, Oliver C. Lyttelton, Habib Benali, Alan C. Evans:
Multi-level bootstrap analysis of stable clusters in resting-state fMRI. NeuroImage 51(3): 1126-1139 (2010)
2000 – 2009
- 2008
- [j3]Saâd Jbabdi, Pierre Bellec, Roberto Toro, Jean Daunizeau, Mélanie Pélégrini-Issac, Habib Benali:
Accurate Anisotropic Fast Marching for Diffusion-Based Geodesic Tractography. Int. J. Biomed. Imaging 2008: 320195:1-320195:12 (2008) - [j2]Guillaume Marrelec, Pierre Bellec, Alexandre Krainik, Hugues Duffau, Mélanie Pélégrini-Issac, Stéphane Lehéricy, Habib Benali, Julien Doyon:
Regions, systems, and the brain: Hierarchical measures of functional integration in fMRI. Medical Image Anal. 12(4): 484-496 (2008) - 2006
- [j1]Pierre Bellec, Vincent Perlbarg, Saâd Jbabdi, Mélanie Pélégrini-Issac, Jean-Luc Anton, Julien Doyon, Habib Benali:
Identification of large-scale networks in the brain using fMRI. NeuroImage 29(4): 1231-1243 (2006) - [c4]Vincent Perlbarg, Pierre Bellec, Jean-Luc Anton, Habib Benali:
Correction of Structured Noise in fMRI Using Spatial Independent Component Analysis: Corsica. ICASSP (5) 2006: 1105-1108 - 2004
- [c3]Pierre Bellec, Guillaume Marrelec, Vincent Perlbarg, Saâd Jbabdi, Odile Jolivet, Mélanie Pélégrini-Issac, Habib Benali, Julien Doyon:
Identification of A Large-Scale Functional Network In Functional Magnetic Resonance Imaging. ISBI 2004: 848-851 - [c2]Vincent Perlbarg, Pierre Bellec, Habib Benali, Guillaume Marrelec, Saâd Jbabdi:
Selection of Spatially Independent Components to Explain Functional Connectivity In fMRI. ISBI 2004: 852-855 - [c1]Saâd Jbabdi, Pierre Bellec, Guillaume Marrelec, Habib Benali:
A Level Set Method for Building Anatomical Connectivity Paths Between Brain Areas Using DTI. ISBI 2004: 1024-1017
Coauthor Index
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