Space-Time Statistical Model for Functional MRI Image Sequences. - Habib Benali; Irène Buvat; Jean-Luc Anton; Mélanie Pélégrini; M. Di Paola; Jacques Bittoun; Yves Burnod; Robert Di Paola (IPMI, 1997)

The need to develop guidelines for the evaluation of medical image processing procedures. - Irène Buvat; Virginie Chameroy; Florent Aubry; Mélanie Pélégrini; Georges El Fakhri; Celine Huguenin; Habib Benali; Andrew Todd-Pokropek; Robert Di Paola (Image Processing, 1999)

Statistical method for source localization in MEG/EEG tomographic reconstruction problem. - Jérémie Mattout; Jean Daunizeau; Mélanie Pélégrini-Issac; Habib Benali (ICIP (1), 2001)

Spatio-temporal Covariance Model for Medical Images Sequences: Application to Functional MRI Data. - Habib Benali; Mélanie Pélégrini-Issac; Frithjof Kruggel (IPMI, 2001)

Hierarchical multivariate group analysis of functional MRI data. - Habib Benali; Jérémie Mattout; Mélanie Pélégrini-Issac; F. Meusburger; O. Derpierre; Ferath Kherif; Jean-Baptiste Poline; Yves Burnod (ISBI, 2002)

Conditional independence graphs for functional connectivity in functional MRI. - Guillaume Marrelec; Mélanie Pélégrini-Issac; Habib Benali (ISBI, 2002)

Estimating the effective degrees of freedom in univariate multiple regression analysis. - Frithjof Kruggel; Mélanie Pélégrini-Issac; Habib Benali (Medical Image Anal., 2002)

Multivariate Group Effect Analysis in Functional Magnetic Resonance Imaging. - Habib Benali; Jérémie Mattout; Mélanie Pélégrini-Issac (IPMI, 2003)

Estimation of the Hemodynamic Response Function in Event-Related Functional MRI: Directed Acyclic Graphs for a General Bayesian Inference Framework. - Guillaume Marrelec; Philippe Ciuciu; Mélanie Pélégrini-Issac; Habib Benali (IPMI, 2003)

Localization Estimation Algorithm (LEA): A Supervised Prior-Based Approach for Solving the EEG/MEG Inverse Problem. - Jérémie Mattout; Mélanie Pélégrini-Issac; Anne Bellio; Jean Daunizeau; Habib Benali (IPMI, 2003)

Brain processing of visual sexual stimuli in healthy men: a functional magnetic resonance imaging study. - Harold Mouras; Serge Stoléru; Jacques Bittoun; Dominique Glutron; Mélanie Pélégrini-Issac; Anne-Lise Paradis; Yves Burnod (NeuroImage, 2003)

Identification of A Large-Scale Functional Network In Functional Magnetic Resonance Imaging. - Pierre Bellec; Guillaume Marrelec; Vincent Perlbarg; Saâd Jbabdi; Odile Jolivet; Mélanie Pélégrini-Issac; Habib Benali; Julien Doyon (ISBI, 2004)

Better Conditioning the MEG/EEG Inverse Problem: The Multivariate Source Prelocalization Approach. - Jérémie Mattout; Jean Daunizeau; Mélanie Pélégrini-Issac; Line Garnero; Habib Benali (ISBI, 2004)

Dynamics of parietofrontal networks underlying visuospatial short-term memory encoding. - Anne Claire Croize; R. Ragot; Line Garnero; Antoine Ducorps; Mélanie Pélégrini-Issac; K. Dauchot; Habib Benali; Yves Burnod (NeuroImage, 2004)

Estimation of the hemodynamic response in event-related functional MRI: Bayesian networks as a framework for efficient Bayesian modeling and inference. - Guillaume Marrelec; Philippe Ciuciu; Mélanie Pélégrini-Issac; Habib Benali (IEEE Trans. Medical Imaging, 2004)

Heading for data-driven measures of effective connectivity in functional MRI. - Guillaume Marrelec; Julien Doyon; Mélanie Pélégrini-Issac; Habib Benali (IJCNN, 2005)

Multivariate source prelocalization (MSP): Use of functionally informed basis functions for better conditioning the MEG inverse problem. - Jérémie Mattout; Mélanie Pélégrini-Issac; Line Garnero; Habib Benali (NeuroImage, 2005)

Assessing the relevance of fMRI-based prior in the EEG inverse problem: a bayesian model comparison approach. - Jean Daunizeau; Christophe Grova; Jérémie Mattout; Guillaume Marrelec; Diego Clonda; Bernard Goulard; Mélanie Pélégrini-Issac; Jean-Marc Lina; Habib Benali (IEEE Trans. Signal Process., 2005)

Conditional correlation as a measure of mediated interactivity in fMRI and MEG/EEG. - Guillaume Marrelec; Jean Daunizeau; Mélanie Pélégrini-Issac; Julien Doyon; Habib Benali (IEEE Trans. Signal Process., 2005)

Federating Distributed and Heterogeneous Information Sources in Neuroimaging: The NeuroBase Project. - Christian Barillot; Habib Benali; Michel Dojat; Alban Gaignard; Bernard Gibaud; Serge Kinkingnéhun; Jean-Pierre Matsumoto; Mélanie Pélégrini-Issac; Eric Simon; Lynda Temal (HealthGrid, 2006)

Identification of large-scale networks in the brain using fMRI. - Pierre Bellec; Vincent Perlbarg; Saâd Jbabdi; Mélanie Pélégrini-Issac; Jean-Luc Anton; Julien Doyon; Habib Benali (NeuroImage, 2006)

Partial correlation for functional brain interactivity investigation in functional MRI. - Guillaume Marrelec; Alexandre Krainik; Hugues Duffau; Mélanie Pélégrini-Issac; Stéphane Lehéricy; Julien Doyon; Habib Benali (NeuroImage, 2006)

Neuroanatomical correlates of penile erection evoked by photographic stimuli in human males. - V. Moulier; Harold Mouras; Mélanie Pélégrini-Issac; Dominique Glutron; R. Rouxel; B. Grandjean; Jacques Bittoun; Serge Stoléru (NeuroImage, 2006)

Symmetrical event-related EEG/fMRI information fusion in a variational Bayesian framework. - Jean Daunizeau; Christophe Grova; Guillaume Marrelec; Jérémie Mattout; Saâd Jbabdi; Mélanie Pélégrini-Issac; Jean-Marc Lina; Habib Benali (NeuroImage, 2007)

A novel approach to clinical-radiological correlations: Anatomo-Clinical Overlapping Maps (AnaCOM): Method and validation. - Serge Kinkingnéhun; Emmanuelle Volle; Mélanie Pélégrini-Issac; Jean-Louis Golmard; Stéphane Lehéricy; Foucaud du Boisguéheneuc; Sandy Zhang-Nunes; Danielle Sosson; Hugues Duffau; Yves Samson; Richard Levy; Bruno Dubois (NeuroImage, 2007)

NEDICA: Detection of group functional networks in FMRI using spatial independent component analysis. - Vincent Perlbarg; Guillaume Marrelec; Julien Doyon; Mélanie Pélégrini-Issac; Stéphane Lehéricy; Habib Benali (ISBI, 2008)

Accurate Anisotropic Fast Marching for Diffusion-Based Geodesic Tractography. - Saâd Jbabdi; Pierre Bellec; Roberto Toro; Jean Daunizeau; Mélanie Pélégrini-Issac; Habib Benali (Int. J. Biomed. Imaging, 2008)

Regions, systems, and the brain: Hierarchical measures of functional integration in fMRI. - Guillaume Marrelec; Pierre Bellec; Alexandre Krainik; Hugues Duffau; Mélanie Pélégrini-Issac; Stéphane Lehéricy; Habib Benali; Julien Doyon (Medical Image Anal., 2008)

Activation of mirror-neuron system by erotic video clips predicts degree of induced erection: an fMRI study. - Harold Mouras; Serge Stoléru; V. Moulier; Mélanie Pélégrini-Issac; R. Rouxel; B. Grandjean; Dominique Glutron; Jacques Bittoun (NeuroImage, 2008)

Grid-wide neuroimaging data federation in the context of the NeuroLOG project. - Franck Michel; Alban Gaignard; Farooq Ahmad; Christian Barillot; Bénédicte Batrancourt; Michel Dojat; Bernard Gibaud; Pascal Girard; David Godard; Gilles Kassel; Diane Lingrand; Grégoire Malandain; et al. (HealthGrid, 2010)

Identification of functional cortico-subcortical networks in resting-state FMRI: a combined NEDICA and GLM analysis. - Caroline Malherbe; Mélanie Pélégrini-Issac; Vincent Perlbarg; Stéphane Lehéricy; Guillaume Marrelec; Habib Benali (ISBI, 2010)

Dynamics of motor-related functional integration during motor sequence learning. - David Coynel; Guillaume Marrelec; Vincent Perlbarg; Mélanie Pélégrini-Issac; Pierre-François van de Moortele; Kâmil Ugurbil; Julien Doyon; Habib Benali; Stéphane Lehéricy (NeuroImage, 2010)

A Low-Cost Implantable Near-Infrared Imaging System of Spinal Cord Activity in the Cat. - Alexandre Goguin; Frederic Lesage; Hugues Leblond; Mélanie Pélégrini-Issac; Serge Rossignol; Habib Benali (IEEE Trans. Biomed. Circuits Syst., 2010)

Brain functional integration decreases during propofol-induced loss of consciousness. - 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 (NeuroImage, 2011)

Combining Spatial Independent Component Analysis with Regression to Identify the Subcortical Components of Resting-State fMRI Functional Networks. - Caroline Malherbe; Arnaud Messé; Éric Bardinet; Mélanie Pélégrini-Issac; Vincent Perlbarg; Guillaume Marrelec; Yulia Worbe; Jérôme Yelnik; Stéphane Lehéricy; Habib Benali (Brain Connect., 2014)

CATI: A Large Distributed Infrastructure for the Neuroimaging of Cohorts. - Grégory Operto; Marie Chupin; Bénédicte Batrancourt; Marie Odile Habert; Olivier Colliot; Habib Benali; Cyril Poupon; Catherine Champseix; Christine Delmaire; Marie Sullivan; Denis Rivière; Mélanie Pélégrini-Issac; et al. (Neuroinformatics, 2016)

Deep Neural Networks Comparison for MRI Segmentation of the Brainstem. - Seoyoung Oh; Mélanie Pélégrini-Issac; Hélène Urien; Véronique Marchand-Pauvert; Jérémie Sublime (ISBI, 2024)