Guillaume Marrelec

42 papers B 1Journal 31Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	An Inferential Measure of Dependence Between Two Systems Using Bayesian Model Comparison. IEEE Trans. Syst. Man Cybern. Syst. Guillaume Marrelec, Alain Giron
2024	J	`jnl`	An inferential measure of dependence between two systems using Bayesian model comparison. CoRR Guillaume Marrelec, Alain Giron
2024	J	`jnl`	Estimating the concentration parameter of a von Mises distribution: a systematic simulation benchmark. Commun. Stat. Simul. Comput. Guillaume Marrelec, Alain Giron
2024	—	`conf`	Extracting Transient Phase-Amplitude Coupling from Resting-State EEG Signals. EMBC A. Er, Michel Le Van Quyen, J. Dauguet, Véronique Marchand-Pauvert, Guillaume Marrelec
2023	J	`jnl`	Inferring the finest pattern of mutual independence from data. CoRR Guillaume Marrelec, Alain Giron
2023	J	`jnl`	Time-Frequency Analysis of Event-Related Brain Recordings: Connecting Power of Evoked Potential and Inter-Trial Coherence. IEEE Trans. Biomed. Eng. Jonas Benhamou, Michel Le Van Quyen, Guillaume Marrelec
2021	J	`jnl`	Automated Extraction of Mutual Independence Patterns Using Bayesian Comparison of Partition Models. IEEE Trans. Pattern Anal. Mach. Intell. Guillaume Marrelec, Alain Giron
2020	J	`jnl`	Automated extraction of mutual independence patterns using Bayesian comparison of partition models. CoRR Guillaume Marrelec, Alain Giron
2019	J	`jnl`	Cumulants of multiinformation density in the case of a multivariate normal distribution. CoRR Guillaume Marrelec, Alain Giron
2019	J	`jnl`	Lorentzian-Model-Based Bayesian Analysis for Automated Estimation of Attenuated Resonance Spectrum. IEEE Trans. Signal Process. Kailiang Xu, Guillaume Marrelec, Simon Bernard, Quentin Grimal
2016	J	`jnl`	Functional Connectivity's Degenerate View of Brain Computation. PLoS Comput. Biol. Guillaume Marrelec, Arnaud Messé, Alain Giron, David Rudrauf
2015	J	`jnl`	A Bayesian alternative to mutual information for the hierarchical clustering of dependent random variables. CoRR Guillaume Marrelec, Arnaud Messé, Pierre Bellec
2015	J	`jnl`	Predicting functional connectivity from structural connectivity via computational models using MRI: An extensive comparison study. NeuroImage Arnaud Messé, David Rudrauf, Alain Giron, Guillaume Marrelec
2015	J	`jnl`	Relating Structural and Functional Connectivity in MRI: A Simple Model for a Complex Brain. IEEE Trans. Medical Imaging Arnaud Messé, Habib Benali, Guillaume Marrelec
2014	J	`jnl`	Combining Spatial Independent Component Analysis with Regression to Identify the Subcortical Components of Resting-State fMRI Functional Networks. Brain Connect. Caroline Malherbe, Arnaud Messé, Éric Bardinet, Mélanie Pélégrini-Issac, Vincent Perlbarg, Guillaume Marrelec, Yulia Worbe, Jérôme Yelnik, Stéphane Lehéricy, Habib Benali
2014	J	`jnl`	Off-line consolidation of motor sequence learning results in greater integration within a cortico-striatal functional network. NeuroImage Karen Debas, Julie Carrier, Marc Barakat, Guillaume Marrelec, Pierre Bellec, Abdallah Hadj Tahar, Avi Karni, Leslie G. Ungerleider, Habib Benali, Julien Doyon
2014	J	`jnl`	Relating Structure and Function in the Human Brain: Relative Contributions of Anatomy, Stationary Dynamics, and Non-stationarities. PLoS Comput. Biol. Arnaud Messé, David Rudrauf, Habib Benali, Guillaume Marrelec
2011	J	`jnl`	Brain functional integration decreases during propofol-induced loss of consciousness. NeuroImage 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
2011	J	`jnl`	Large-Sample Asymptotic Approximations for the Sampling and Posterior Distributions of Differential Entropy for Multivariate Normal Distributions. Entropy Guillaume Marrelec, Habib Benali
2010	J	`jnl`	A nonlinear identification method to study effective connectivity in functional MRI. Medical Image Anal. Xingfeng Li, Guillaume Marrelec, Robert F. Hess, Habib Benali
2010	—	`conf`	Conditional integration as a way of measuring mediated interactions between large-scale brain networks in functional MRI. ISBI David Coynel, Guillaume Marrelec, Vincent Perlbarg, Julien Doyon, Habib Benali
2010	J	`jnl`	Dynamics of motor-related functional integration during motor sequence learning. NeuroImage David Coynel, Guillaume Marrelec, Vincent Perlbarg, Mélanie Pélégrini-Issac, Pierre-François van de Moortele, Kâmil Ugurbil, Julien Doyon, Habib Benali, Stéphane Lehéricy
2010	—	`conf`	Identification of functional cortico-subcortical networks in resting-state FMRI: a combined NEDICA and GLM analysis. ISBI Caroline Malherbe, Mélanie Pélégrini-Issac, Vincent Perlbarg, Stéphane Lehéricy, Guillaume Marrelec, Habib Benali
2009	J	`jnl`	A Theoretical Investigation of the Relationship between Structural Equation Modeling and Partial Correlation in Functional MRI Effective Connectivity. Comput. Intell. Neurosci. Guillaume Marrelec, Habib Benali
2008	J	`jnl`	Contribution of Exploratory Methods to the Investigation of Extended Large-Scale Brain Networks in Functional MRI: Methodologies, Results, and Challenges. Int. J. Biomed. Imaging Vincent Perlbarg, Guillaume Marrelec
2008	—	`conf`	NEDICA: Detection of group functional networks in FMRI using spatial independent component analysis. ISBI Vincent Perlbarg, Guillaume Marrelec, Julien Doyon, Mélanie Pélégrini-Issac, Stéphane Lehéricy, Habib Benali
2008	J	`jnl`	Regions, systems, and the brain: Hierarchical measures of functional integration in fMRI. Medical Image Anal. Guillaume Marrelec, Pierre Bellec, Alexandre Krainik, Hugues Duffau, Mélanie Pélégrini-Issac, Stéphane Lehéricy, Habib Benali, Julien Doyon
2008	J	`jnl`	The precuneus/posterior cingulate cortex plays a pivotal role in the default mode network: Evidence from a partial correlation network analysis. NeuroImage Peter Fransson, Guillaume Marrelec
2007	J	`jnl`	Symmetrical event-related EEG/fMRI information fusion in a variational Bayesian framework. NeuroImage Jean Daunizeau, Christophe Grova, Guillaume Marrelec, Jérémie Mattout, Saâd Jbabdi, Mélanie Pélégrini-Issac, Jean-Marc Lina, Habib Benali
2006	J	`jnl`	Partial correlation for functional brain interactivity investigation in functional MRI. NeuroImage Guillaume Marrelec, Alexandre Krainik, Hugues Duffau, Mélanie Pélégrini-Issac, Stéphane Lehéricy, Julien Doyon, Habib Benali
2005	J	`jnl`	Assessing the relevance of fMRI-based prior in the EEG inverse problem: a bayesian model comparison approach. IEEE Trans. Signal Process. Jean Daunizeau, Christophe Grova, Jérémie Mattout, Guillaume Marrelec, Diego Clonda, Bernard Goulard, Mélanie Pélégrini-Issac, Jean-Marc Lina, Habib Benali
2005	J	`jnl`	Conditional correlation as a measure of mediated interactivity in fMRI and MEG/EEG. IEEE Trans. Signal Process. Guillaume Marrelec, Jean Daunizeau, Mélanie Pélégrini-Issac, Julien Doyon, Habib Benali
2005	B	`conf`	Heading for data-driven measures of effective connectivity in functional MRI. IJCNN Guillaume Marrelec, Julien Doyon, Mélanie Pélégrini-Issac, Habib Benali
2004	—	`conf`	A Level Set Method for Building Anatomical Connectivity Paths Between Brain Areas Using DTI. ISBI Saâd Jbabdi, Pierre Bellec, Guillaume Marrelec, Habib Benali
2004	J	`jnl`	Automated rejection sampling from product of distributions. Comput. Stat. Guillaume Marrelec, Habib Benali
2004	J	`jnl`	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 Guillaume Marrelec, Philippe Ciuciu, Mélanie Pélégrini-Issac, Habib Benali
2004	—	`conf`	Identification of A Large-Scale Functional Network In Functional Magnetic Resonance Imaging. ISBI Pierre Bellec, Guillaume Marrelec, Vincent Perlbarg, Saâd Jbabdi, Odile Jolivet, Mélanie Pélégrini-Issac, Habib Benali, Julien Doyon
2004	—	`conf`	Selection of Spatially Independent Components to Explain Functional Connectivity In fMRI. ISBI Vincent Perlbarg, Pierre Bellec, Habib Benali, Guillaume Marrelec, Saâd Jbabdi
2003	—	`conf`	Estimation of the Hemodynamic Response Function in Event-Related Functional MRI: Directed Acyclic Graphs for a General Bayesian Inference Framework. IPMI Guillaume Marrelec, Philippe Ciuciu, Mélanie Pélégrini-Issac, Habib Benali
2003	J	`jnl`	Unsupervised robust non-parametric estimation of the hemodynamic response function for any fMRI experiment. IEEE Trans. Medical Imaging Philippe Ciuciu, Jean-Baptiste Poline, Guillaume Marrelec, Jérôme Idier, Christophe Pallier, Habib Benali
2002	—	`conf`	Conditional independence graphs for functional connectivity in functional MRI. ISBI Guillaume Marrelec, Mélanie Pélégrini-Issac, Habib Benali
2002	—	`conf`	Robust estimation of the hemodynamic response function in asynchronous multitasks multisessions event-related fMRI paradigms. ISBI Philippe Ciuciu, Guillaume Marrelec, Jean-Baptiste Poline, Jérôme Idier, Habib Benali