Guillaume Marrelec

发表

A spatial autoregressive model to link structure to function: a combined fMRI and DTI approach

Habib Benali, Arnaud Messé, Guillaume Marrelec, 2010 .

Contribution of Exploratory Methods to the Investigation of Extended Large-Scale Brain Networks in Functional MRI: Methodologies, Results, and Challenges

Guillaume Marrelec, Vincent Perlbarg, G. Marrelec, 2008, Int. J. Biomed. Imaging.

Identification of functional cortico-subcortical networks in resting-state fMRI: A combined nedica and GLM analysis

Habib Benali, Stéphane Lehéricy, Guillaume Marrelec, 2010, 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Relating Structural and Functional Connectivity in MRI: A Simple Model for a Complex Brain

Habib Benali, Arnaud Messé, Guillaume Marrelec, 2015, IEEE Transactions on Medical Imaging.

Combining Spatial Independent Component Analysis with Regression to Identify the Subcortical Components of Resting-State fMRI Functional Networks

Habib Benali, Stéphane Lehéricy, Yulia Worbe, 2014, Brain Connect..

Regions, systems, and the brain: Hierarchical measures of functional integration in fMRI

Habib Benali, Stéphane Lehéricy, Pierre Bellec, 2008, Medical Image Anal..

Conditional integration as a way of measuring mediated interactions between large-scale brain networks in functional MRI

Julien Doyon, Habib Benali, Guillaume Marrelec, 2010, 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Selection of spatially independent components to explain functional connectivity in fMRI

Habib Benali, Pierre Bellec, Guillaume Marrelec, 2004, 2004 2nd IEEE International Symposium on Biomedical Imaging: Nano to Macro (IEEE Cat No. 04EX821).

Partial correlation for functional brain interactivity investigation in functional MRI

Habib Benali, Stéphane Lehéricy, Julien Doyon, 2006, NeuroImage.

Bayesian estimation of the hemodynamic response function in functional MRI

Jean-Baptiste Poline, Habib Benali, Philippe Ciuciu, 2002 .

A Bayesian Alternative to Mutual Information for the Hierarchical Clustering of Dependent Random Variables

Pierre Bellec, Arnaud Messé, Guillaume Marrelec, 2015, PloS one.

Assessing the Influence of Different ROI Selection Strategies on Functional Connectivity Analyses of fMRI Data Acquired During Steady-State Conditions

Peter Fransson, Guillaume Marrelec, G. Marrelec, 2011, PloS one.

Estimation of the hemodynamic response in event-related functional MRI: Bayesian networks as a framework for efficient Bayesian modeling and inference

Habib Benali, Philippe Ciuciu, Guillaume Marrelec, 2004, IEEE Transactions on Medical Imaging.

Heading ForData-Driven MeasuresofEffective Connectivity inFunctional MRI

Julien Doyon, Julien Doyon, Guillaume Marrelec, 2005 .

Using partial correlation to enhance structural equation modeling of functional MRI data.

Habib Benali, Barry Horwitz, Julien Doyon, 2007, Magnetic resonance imaging.

Comparing structural and functional graph theory features in the human brain using multimodal MRI

Habib Benali, Pierre Bellec, Julien Doyon, 2012 .

A nonlinear identification method to study effective connectivity in functional MRI

Habib Benali, Xingfeng Li, Robert F. Hess, 2010, Medical Image Anal..

Functional Connectivity’s Degenerate View of Brain Computation

Alain Giron, David Rudrauf, Arnaud Messé, 2016, PLoS Comput. Biol..

Unsupervised robust nonparametric estimation of the hemodynamic response function for any fMRI experiment

Jean-Baptiste Poline, Jérôme Idier, Habib Benali, 2003, IEEE Transactions on Medical Imaging.

Conditional independence graphs for functional connectivity in functional MRI

Habib Benali, Guillaume Marrelec, Mélanie Pélégrini-Issac, 2002, Proceedings IEEE International Symposium on Biomedical Imaging.

Automated Extraction of Mutual Independence Patterns Using Bayesian Comparison of Partition Models

Alain Giron, Guillaume Marrelec, G. Marrelec, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Symmetrical event-related EEG/fMRI information fusion in a variational Bayesian framework

Jérémie Mattout, Jean Daunizeau, Habib Benali, 2007, NeuroImage.

Lorentzian-Model-Based Bayesian Analysis for Automated Estimation of Attenuated Resonance Spectrum

Guillaume Marrelec, Quentin Grimal, Kailiang Xu, 2019, IEEE Transactions on Signal Processing.

Estimation of the Hemodynamic Response Function in Event-Related Functional MRI: Directed Acyclic Graphs for a General Bayesian Inference Framework

Habib Benali, Philippe Ciuciu, Guillaume Marrelec, 2003, IPMI.

Dynamics of motor-related functional integration during motor sequence learning

Habib Benali, Kamil Ugurbil, Stéphane Lehéricy, 2010, NeuroImage.

Off-line consolidation of motor sequence learning results in greater integration within a cortico-striatal functional network

Habib Benali, Pierre Bellec, Julien Doyon, 2014, NeuroImage.

Brain functional integration decreases during propofol-induced loss of consciousness

Christophe Phillips, Habib Benali, Audrey Vanhaudenhuyse, 2011, NeuroImage.

Identification of a large-scale functional network in functional magnetic resonance imaging

Habib Benali, Pierre Bellec, Julien Doyon, 2004, 2004 2nd IEEE International Symposium on Biomedical Imaging: Nano to Macro (IEEE Cat No. 04EX821).

Robust estimation of the hemodynamic response function in asynchronous multitasks multisessions event-related fMRI paradigms

Jean-Baptiste Poline, Jérôme Idier, Habib Benali, 2002, Proceedings IEEE International Symposium on Biomedical Imaging.

Estimation régularisée et non supervisée de la réponse hémodynamique en imagerie cérébrale fonctionnelle (IRMf)

Jean-Baptiste Poline, Jérôme Idier, Philippe Ciuciu, 2003 .

A level set method for building anatomical connectivity paths between brain areas using DTI

Habib Benali, Pierre Bellec, Guillaume Marrelec, 2004, 2004 2nd IEEE International Symposium on Biomedical Imaging: Nano to Macro (IEEE Cat No. 04EX821).

A Theoretical Investigation of the Relationship between Structural Equation Modeling and Partial Correlation in Functional MRI Effective Connectivity

Habib Benali, Guillaume Marrelec, H. Benali, 2009, Comput. Intell. Neurosci..

Large-Sample Asymptotic Approximations for the Sampling and Posterior Distributions of Differential Entropy for Multivariate Normal Distributions

Habib Benali, Guillaume Marrelec, G. Marrelec, 2011, Entropy.

The precuneus/posterior cingulate cortex plays a pivotal role in the default mode network: Evidence from a partial correlation network analysis

Peter Fransson, Guillaume Marrelec, G. Marrelec, 2008, NeuroImage.

Relating Structure and Function in the Human Brain: Relative Contributions of Anatomy, Stationary Dynamics, and Non-stationarities

Habib Benali, David Rudrauf, Arnaud Messé, 2014, PLoS Comput. Biol..

NEDICA: Detection of group functional networks in FMRI using spatial independent component analysis

Habib Benali, Stéphane Lehéricy, Julien Doyon, 2008, 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Predicting functional connectivity from structural connectivity via computational models using MRI: An extensive comparison study

Alain Giron, David Rudrauf, Arnaud Messé, 2015, NeuroImage.