Guillaume Marrelec

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 8

Top Topics

Conditional Independence

Computational Models

Functional Connectivity

Top Venues

PLoS Comput. Biol.

IEEE Trans. Medical Imaging

Publications

Guillaume Marrelec, Alain Giron
Estimating the concentration parameter of a von Mises distribution: a systematic simulation benchmark. Commun. Stat. Simul. Comput. 53 (1) (2024)
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) (2023)
Guillaume Marrelec, Alain Giron
Inferring the finest pattern of mutual independence from data. CoRR (2023)
Guillaume Marrelec, Alain Giron
Automated Extraction of Mutual Independence Patterns Using Bayesian Comparison of Partition Models. IEEE Trans. Pattern Anal. Mach. Intell. 43 (7) (2021)
Guillaume Marrelec, Alain Giron
Automated extraction of mutual independence patterns using Bayesian comparison of partition models. CoRR (2020)
Guillaume Marrelec, Alain Giron
Cumulants of multiinformation density in the case of a multivariate normal distribution. CoRR (2019)
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) (2019)
Guillaume Marrelec, Arnaud Messé, Alain Giron, David Rudrauf
Functional Connectivity's Degenerate View of Brain Computation. PLoS Comput. Biol. 12 (10) (2016)
Guillaume Marrelec, Arnaud Messé, Pierre Bellec
A Bayesian alternative to mutual information for the hierarchical clustering of dependent random variables. CoRR (2015)
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) (2015)
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 (2015)
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) (2014)
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 (2014)
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)
Guillaume Marrelec, Habib Benali
Large-Sample Asymptotic Approximations for the Sampling and Posterior Distributions of Differential Entropy for Multivariate Normal Distributions. Entropy 13 (4) (2011)
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) (2011)
David Coynel, Guillaume Marrelec, Vincent Perlbarg, Mélanie Pélégrini-Issac, Pierre-François van de Moortele, Kamil Ugurbil, Julien Doyon, Habib Benali, Stéphane Lehéricy
Dynamics of motor-related functional integration during motor sequence learning. NeuroImage 49 (1) (2010)
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) (2010)
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)
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)
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 (2009)
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)
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) (2008)
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) (2008)
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 (2008)
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) (2007)
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) (2006)
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) (2005)
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) (2005)
Vincent Perlbarg, Pierre Bellec, Habib Benali, Guillaume Marrelec, Saâd Jbabdi
Selection of Spatially Independent Components to Explain Functional Connectivity In fMRI. ISBI (2004)
Saâd Jbabdi, Pierre Bellec, Guillaume Marrelec, Habib Benali
A Level Set Method for Building Anatomical Connectivity Paths Between Brain Areas Using DTI. ISBI (2004)
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)
Guillaume Marrelec, Habib Benali
Automated rejection sampling from product of distributions. Comput. Stat. 19 (2) (2004)
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) (2004)
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)
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) (2003)
Guillaume Marrelec, Mélanie Pélégrini-Issac, Habib Benali
Conditional independence graphs for functional connectivity in functional MRI. ISBI (2002)
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)