Guillaume Marrelec
Orcid: 0000-0003-1046-3562
According to our database1,
Guillaume Marrelec
authored at least 37 papers
between 2002 and 2024.
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Bibliography
2024
Estimating the concentration parameter of a von Mises distribution: a systematic simulation benchmark.
Commun. Stat. Simul. Comput., January, 2024
2023
Time-Frequency Analysis of Event-Related Brain Recordings: Connecting Power of Evoked Potential and Inter-Trial Coherence.
IEEE Trans. Biomed. Eng., May, 2023
2021
Automated Extraction of Mutual Independence Patterns Using Bayesian Comparison of Partition Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2021
2019
Lorentzian-Model-Based Bayesian Analysis for Automated Estimation of Attenuated Resonance Spectrum.
IEEE Trans. Signal Process., 2019
Cumulants of multiinformation density in the case of a multivariate normal distribution.
CoRR, 2019
2016
PLoS Comput. Biol., 2016
2015
Relating Structural and Functional Connectivity in MRI: A Simple Model for a Complex Brain.
IEEE Trans. Medical Imaging, 2015
Predicting functional connectivity from structural connectivity via computational models using MRI: An extensive comparison study.
NeuroImage, 2015
A Bayesian alternative to mutual information for the hierarchical clustering of dependent random variables.
CoRR, 2015
2014
Relating Structure and Function in the Human Brain: Relative Contributions of Anatomy, Stationary Dynamics, and Non-stationarities.
PLoS Comput. Biol., 2014
Off-line consolidation of motor sequence learning results in greater integration within a cortico-striatal functional network.
NeuroImage, 2014
Combining Spatial Independent Component Analysis with Regression to Identify the Subcortical Components of Resting-State fMRI Functional Networks.
Brain Connect., 2014
2011
Brain functional integration decreases during propofol-induced loss of consciousness.
NeuroImage, 2011
Large-Sample Asymptotic Approximations for the Sampling and Posterior Distributions of Differential Entropy for Multivariate Normal Distributions.
Entropy, 2011
2010
NeuroImage, 2010
Medical Image Anal., 2010
Identification of functional cortico-subcortical networks in resting-state FMRI: a combined NEDICA and GLM analysis.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Conditional integration as a way of measuring mediated interactions between large-scale brain networks in functional MRI.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
2009
A Theoretical Investigation of the Relationship between Structural Equation Modeling and Partial Correlation in Functional MRI Effective Connectivity.
Comput. Intell. Neurosci., 2009
2008
The precuneus/posterior cingulate cortex plays a pivotal role in the default mode network: Evidence from a partial correlation network analysis.
NeuroImage, 2008
Regions, systems, and the brain: Hierarchical measures of functional integration in fMRI.
Medical Image Anal., 2008
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
NEDICA: Detection of group functional networks in FMRI using spatial independent component analysis.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
2007
Symmetrical event-related EEG/fMRI information fusion in a variational Bayesian framework.
NeuroImage, 2007
2006
Partial correlation for functional brain interactivity investigation in functional MRI.
NeuroImage, 2006
2005
IEEE Trans. Signal Process., 2005
Assessing the relevance of fMRI-based prior in the EEG inverse problem: a bayesian model comparison approach.
IEEE Trans. Signal Process., 2005
2004
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, 2004
Selection of Spatially Independent Components to Explain Functional Connectivity In fMRI.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
A Level Set Method for Building Anatomical Connectivity Paths Between Brain Areas Using DTI.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Identification of A Large-Scale Functional Network In Functional Magnetic Resonance Imaging.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
2003
Unsupervised robust non-parametric estimation of the hemodynamic response function for any fMRI experiment.
IEEE Trans. Medical Imaging, 2003
Estimation of the Hemodynamic Response Function in Event-Related Functional MRI: Directed Acyclic Graphs for a General Bayesian Inference Framework.
Proceedings of the Information Processing in Medical Imaging, 2003
2002
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
Robust estimation of the hemodynamic response function in asynchronous multitasks multisessions event-related fMRI paradigms.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002