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ORCIDGuillaume Marrelec
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2020 – today
- 2024
[j25]Guillaume Marrelec, Alain Giron:
Estimating the concentration parameter of a von Mises distribution: a systematic simulation benchmark. Commun. Stat. Simul. Comput. 53(1): 117-129 (2024)- 2023
- [j24]Jonas Benhamou
, Michel Le Van Quyen, Guillaume Marrelec:
Time-Frequency Analysis of Event-Related Brain Recordings: Connecting Power of Evoked Potential and Inter-Trial Coherence. IEEE Trans. Biomed. Eng. 70(5): 1599-1610 (2023) - [i4]Guillaume Marrelec, Alain Giron:
Inferring the finest pattern of mutual independence from data. CoRR abs/2306.12984 (2023) - 2021
- [j23]Guillaume Marrelec, Alain Giron:
Automated Extraction of Mutual Independence Patterns Using Bayesian Comparison of Partition Models. IEEE Trans. Pattern Anal. Mach. Intell. 43(7): 2299-2313 (2021) - 2020
- [i3]Guillaume Marrelec, Alain Giron:
Automated extraction of mutual independence patterns using Bayesian comparison of partition models. CoRR abs/2001.05407 (2020)
2010 – 2019
- 2019
- [j22]Kailiang Xu, Guillaume Marrelec, Simon Bernard, Quentin Grimal:
Lorentzian-Model-Based Bayesian Analysis for Automated Estimation of Attenuated Resonance Spectrum. IEEE Trans. Signal Process. 67(1): 4-16 (2019) - [i2]Guillaume Marrelec, Alain Giron:
Cumulants of multiinformation density in the case of a multivariate normal distribution. CoRR abs/1908.06934 (2019) - 2016
- [j21]Guillaume Marrelec, Arnaud Messé, Alain Giron, David Rudrauf:
Functional Connectivity's Degenerate View of Brain Computation. PLoS Comput. Biol. 12(10) (2016) - 2015
- [j20]Arnaud Messé, David Rudrauf, Alain Giron, Guillaume Marrelec:
Predicting functional connectivity from structural connectivity via computational models using MRI: An extensive comparison study. NeuroImage 111: 65-75 (2015) - [j19]Arnaud Messé, Habib Benali, Guillaume Marrelec:
Relating Structural and Functional Connectivity in MRI: A Simple Model for a Complex Brain. IEEE Trans. Medical Imaging 34(1): 27-37 (2015) - [i1]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
- [j18]Caroline Malherbe, Arnaud Messé, Éric Bardinet, Mélanie Pélégrini-Issac, Vincent Perlbarg, Guillaume Marrelec, Yulia Worbe, Jérôme Yelnik, Stéphane Lehéricy, Habib Benali:
Combining Spatial Independent Component Analysis with Regression to Identify the Subcortical Components of Resting-State fMRI Functional Networks. Brain Connect. 4(3): 181-192 (2014) - [j17]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) - [j16]Arnaud Messé, David Rudrauf, Habib Benali, Guillaume Marrelec:
Relating Structure and Function in the Human Brain: Relative Contributions of Anatomy, Stationary Dynamics, and Non-stationarities. PLoS Comput. Biol. 10(3) (2014) - 2011
- [j15]Guillaume Marrelec, Habib Benali:
Large-Sample Asymptotic Approximations for the Sampling and Posterior Distributions of Differential Entropy for Multivariate Normal Distributions. Entropy 13(4): 805-819 (2011) - [j14]Jessica Schrouff, Vincent Perlbarg, Mélanie Boly, Guillaume Marrelec, Pierre Boveroux, Audrey Vanhaudenhuyse, Marie-Aurélie Bruno, Steven Laureys, Christophe Phillips, Mélanie Pélégrini-Issac, Pierre Maquet, Habib Benali:
Brain functional integration decreases during propofol-induced loss of consciousness. NeuroImage 57(1): 198-205 (2011) - 2010
- [j13]Xingfeng Li, Guillaume Marrelec, Robert F. Hess, Habib Benali:
A nonlinear identification method to study effective connectivity in functional MRI. Medical Image Anal. 14(1): 30-38 (2010) - [j12]David Coynel, Guillaume Marrelec, Vincent Perlbarg, Mélanie Pélégrini-Issac, Pierre-François van de Moortele, Kâmil Ugurbil, Julien Doyon, Habib Benali, Stéphane Lehéricy:
Dynamics of motor-related functional integration during motor sequence learning. NeuroImage 49(1): 759-766 (2010) - [c9]David Coynel, Guillaume Marrelec, Vincent Perlbarg, Julien Doyon, Habib Benali:
Conditional integration as a way of measuring mediated interactions between large-scale brain networks in functional MRI. ISBI 2010: 652-655 - [c8]Caroline Malherbe, Mélanie Pélégrini-Issac, Vincent Perlbarg, Stéphane Lehéricy, Guillaume Marrelec, Habib Benali:
Identification of functional cortico-subcortical networks in resting-state FMRI: a combined NEDICA and GLM analysis. ISBI 2010: 1169-1172
2000 – 2009
- 2009
- [j11]Guillaume Marrelec, Habib Benali:
A Theoretical Investigation of the Relationship between Structural Equation Modeling and Partial Correlation in Functional MRI Effective Connectivity. Comput. Intell. Neurosci. 2009: 369341:1-369341:9 (2009) - 2008
- [j10]Vincent Perlbarg, Guillaume Marrelec:
Contribution of Exploratory Methods to the Investigation of Extended Large-Scale Brain Networks in Functional MRI: Methodologies, Results, and Challenges. Int. J. Biomed. Imaging 2008: 218519:1-218519:14 (2008) - [j9]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) - [j8]Peter Fransson, Guillaume Marrelec:
The precuneus/posterior cingulate cortex plays a pivotal role in the default mode network: Evidence from a partial correlation network analysis. NeuroImage 42(3): 1178-1184 (2008) - [c7]Vincent Perlbarg, Guillaume Marrelec, Julien Doyon, Mélanie Pélégrini-Issac, Stéphane Lehéricy, Habib Benali:
NEDICA: Detection of group functional networks in FMRI using spatial independent component analysis. ISBI 2008: 1247-1250 - 2007
- [j7]Jean Daunizeau, Christophe Grova, Guillaume Marrelec, Jérémie Mattout, Saâd Jbabdi, Mélanie Pélégrini-Issac, Jean-Marc Lina, Habib Benali:
Symmetrical event-related EEG/fMRI information fusion in a variational Bayesian framework. NeuroImage 36(1): 69-87 (2007) - 2006
- [j6]Guillaume Marrelec, Alexandre Krainik, Hugues Duffau, Mélanie Pélégrini-Issac, Stéphane Lehéricy, Julien Doyon, Habib Benali:
Partial correlation for functional brain interactivity investigation in functional MRI. NeuroImage 32(1): 228-237 (2006) - 2005
- [j5]Jean Daunizeau, Christophe Grova, Jérémie Mattout, Guillaume Marrelec, Diego Clonda, Bernard Goulard, Mélanie Pélégrini-Issac, Jean-Marc Lina, Habib Benali:
Assessing the relevance of fMRI-based prior in the EEG inverse problem: a bayesian model comparison approach. IEEE Trans. Signal Process. 53(9): 3461-3472 (2005) - [j4]Guillaume Marrelec, Jean Daunizeau, Mélanie Pélégrini-Issac, Julien Doyon, Habib Benali:
Conditional correlation as a measure of mediated interactivity in fMRI and MEG/EEG. IEEE Trans. Signal Process. 53(9): 3503-3516 (2005) - 2004
- [j3]Guillaume Marrelec, Habib Benali:
Automated rejection sampling from product of distributions. Comput. Stat. 19(2): 301-315 (2004) - [j2]Guillaume Marrelec, Philippe Ciuciu, Mélanie Pélégrini-Issac, Habib Benali:
Estimation of the hemodynamic response in event-related functional MRI: Bayesian networks as a framework for efficient Bayesian modeling and inference. IEEE Trans. Medical Imaging 23(8): 959-967 (2004) - [c6]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 - [c5]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 - [c4]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 - 2003
- [j1]Philippe Ciuciu, Jean-Baptiste Poline, Guillaume Marrelec, Jérôme Idier, Christophe Pallier, Habib Benali:
Unsupervised robust non-parametric estimation of the hemodynamic response function for any fMRI experiment. IEEE Trans. Medical Imaging 22(10): 1235-1251 (2003) - [c3]Guillaume Marrelec, Philippe Ciuciu, Mélanie Pélégrini-Issac, Habib Benali:
Estimation of the Hemodynamic Response Function in Event-Related Functional MRI: Directed Acyclic Graphs for a General Bayesian Inference Framework. IPMI 2003: 635-646 - 2002
- [c2]Philippe Ciuciu, Guillaume Marrelec, Jean-Baptiste Poline, Jérôme Idier, Habib Benali:
Robust estimation of the hemodynamic response function in asynchronous multitasks multisessions event-related fMRI paradigms. ISBI 2002: 847-850 - [c1]Guillaume Marrelec, Mélanie Pélégrini-Issac, Habib Benali:
Conditional independence graphs for functional connectivity in functional MRI. ISBI 2002: 903-906
Coauthor Index
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