Foundations of factor analysis of medical image sequences: a unified approach and some practical implications. - Habib Benali; Irène Buvat; Frédérique Frouin; Jean Pierre Bazin; Robert Di Paola (Image Vis. Comput., 1994)

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)

Spectral Factor Analysis for Multi-isotope Imaging in Nuclear Medicine. - Irène Buvat; S. Hapdey; Habib Benali; Andrew Todd-Pokropek; Robert Di Paola (IPMI, 1999)

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)

A Methodology to Validate MRI/SPECT Registration Methods Using Realistic Simulated SPECT Data. - Christophe Grova; Arnaud Biraben; Jean-Marie Scarabin; Pierre Jannin; Irène Buvat; Habib Benali; Bernard Gibaud (MICCAI, 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)

Robust estimation of the hemodynamic response function in asynchronous multitasks multisessions event-related fMRI paradigms. - Philippe Ciuciu; Guillaume Marrelec; Jean-Baptiste Poline; Jérôme Idier; Habib Benali (ISBI, 2002)

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

Detection of Inter-hemispheric Asymmetries of Brain Perfusion in SPECT. - Bérengère Aubert-Broche; Christophe Grova; Pierre Jannin; Irène Buvat; Habib Benali; Bernard Gibaud (MICCAI (1), 2002)

Model Based Spatial and Temporal Similarity Measures between Series of Functional Magnetic Resonance Images. - Ferath Kherif; Guillaume Flandin; Philippe Ciuciu; Habib Benali; Olivier Simon; Jean-Baptiste Poline (MICCAI (2), 2002)

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

Multivariate Model Specification for fMRI Data. - Ferath Kherif; Jean-Baptiste Poline; Guillaume Flandin; Habib Benali; Olivier Simon; Stanislas Dehaene; Keith J. Worsley (NeuroImage, 2002)

ICA of fMRI Group Study Data. - Markus Svensén; Frithjof Kruggel; Habib Benali (NeuroImage, 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)

From Anatomic Standardization Analysis of Perfusion SPECT Data to Perfusion Pattern Modelling. - Christophe Grova; Pierre Jannin; Irène Buvat; Habib Benali; Jean-Yves Bansard; Arnaud Biraben; Bernard Gibaud (MICCAI (2), 2003)

Group analysis in functional neuroimaging: selecting subjects using similarity measures. - Ferath Kherif; Jean-Baptiste Poline; Sébastien Mériaux; Habib Benali; Guillaume Flandin; Matthew Brett (NeuroImage, 2003)

Unsupervised robust non-parametric estimation of the hemodynamic response function for any fMRI experiment. - Philippe Ciuciu; Jean-Baptiste Poline; Guillaume Marrelec; Jérôme Idier; Christophe Pallier; Habib Benali (IEEE Trans. Medical Imaging, 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)

Data-Driven Cortex Parcelling: A Regularization Tool for the EEG/MEG Inverse Problem. - Jean Daunizeau; Habib Benali; Jérémie Mattout; Jean-Marc Lina; Bernard Goulard (ISBI, 2004)

A Level Set Method for Building Anatomical Connectivity Paths Between Brain Areas Using DTI. - Saâd Jbabdi; Pierre Bellec; Guillaume Marrelec; Habib Benali (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)

Selection of Spatially Independent Components to Explain Functional Connectivity In fMRI. - Vincent Perlbarg; Pierre Bellec; Habib Benali; Guillaume Marrelec; Saâd Jbabdi (ISBI, 2004)

Evaluation of Registration of Ictal SPECT/MRI Data Using Statistical Similarity Methods. - Christophe Grova; Pierre Jannin; Irène Buvat; Habib Benali; Bernard Gibaud (MICCAI (1), 2004)

Automated rejection sampling from product of distributions. - Guillaume Marrelec; Habib Benali (Comput. Stat., 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)

Reorganization and plasticity in the adult brain during learning of motor skills. - Julien Doyon; Habib Benali (IJCNN, 2005)

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

Investigations of dipole localization accuracy in MEG using the bootstrap. - Felix Darvas; M. Rautiainen; Dimitrios Pantazis; Sylvain Baillet; Habib Benali; John C. Mosher; Line Garnero; Richard M. Leahy (NeuroImage, 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)

Correction of Structured Noise in fMRI Using Spatial Independent Component Analysis: Corsica. - Vincent Perlbarg; Pierre Bellec; Jean-Luc Anton; Habib Benali (ICASSP (5), 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)

Evaluation of EEG localization methods using realistic simulations of interictal spikes. - Christophe Grova; Jean Daunizeau; Jean-Marc Lina; Christian G. Bénar; Habib Benali; Jean Gotman (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)

Bayesian spatio-temporal approach for EEG source reconstruction: conciliating ECD and distributed models. - Jean Daunizeau; Jérémie Mattout; Diego Clonda; Bernard Goulard; Habib Benali; Jean-Marc Lina (IEEE Trans. Biomed. Eng., 2006)

Activation detection in diffuse optical imaging by means of the general linear model. - Julien Cohen-Adad; S. Chapuisat; Julien Doyon; Serge Rossignol; Jean-Marc Lina; Habib Benali; Frederic Lesage (Medical Image Anal., 2007)

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)

Fully automatic hippocampus segmentation discriminates between early Alzheimer's disease and normal aging. - Marie Chupin; Gaël Chételat; Louis Lemieux; Bruno Dubois; Line Garnero; Habib Benali; Francis Eustache; Stéphane Lehéricy; Béatrice Desgranges; Olivier Colliot (ISBI, 2008)

Detection of multiple pathways in the spinal cord white matter using q-ball imaging. - Julien Cohen-Adad; Maxime Descoteaux; Serge Rossignol; Richard D. Hoge; Rachid Deriche; Habib Benali (ISBI, 2008)

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)

Identification of Atrophy Patterns in Alzheimer's Disease Based on SVM Feature Selection and Anatomical Parcellation. - Lilia Mesrob; Benoît Magnin; Olivier Colliot; Marie Sarazin; Valérie Hahn-Barma; Bruno Dubois; Patrick Gallinari; Stéphane Lehéricy; Serge Kinkingnéhun; Habib Benali (MIAR, 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)

Recent Advances in Neuroimaging Methods. - Oury Monchi; Habib Benali; Julien Doyon; Antonio P. Strafella (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)

In vivo DTI of the healthy and injured cat spinal cord at high spatial and angular resolution. - Julien Cohen-Adad; Habib Benali; Richard D. Hoge; Serge Rossignol (NeuroImage, 2008)

Detection of multiple pathways in the spinal cord using q-ball imaging. - Julien Cohen-Adad; Maxime Descoteaux; Serge Rossignol; Richard D. Hoge; Rachid Deriche; Habib Benali (NeuroImage, 2008)

A Theoretical Investigation of the Relationship between Structural Equation Modeling and Partial Correlation in Functional MRI Effective Connectivity. - Guillaume Marrelec; Habib Benali (Comput. Intell. Neurosci., 2009)

Investigations on spinal cord fMRI of cats under ketamine. - Julien Cohen-Adad; Richard D. Hoge; Hugues Leblond; G. Xie; G. Beaudoin; Allen W. Song; Gunnar Krueger; Julien Doyon; Habib Benali; Serge Rossignol (NeuroImage, 2009)

Conditional integration as a way of measuring mediated interactions between large-scale brain networks in functional MRI. - David Coynel; Guillaume Marrelec; Vincent Perlbarg; Julien Doyon; Habib Benali (ISBI, 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)

Straightening the spinal cord using fibre tractography. - Demian Wassennann; Julien Cohen-Adad; Stéphane Lehéricy; Habib Benali; Serge Rossignol; Rachid Deriche (ISBI, 2010)

Spatial prior in SVM-based classification of brain images. - Rémi Cuingnet; Marie Chupin; Habib Benali; Olivier Colliot (Computer-Aided Diagnosis, 2010)

Spatially Regularized SVM for the Detection of Brain Areas Associated with Stroke Outcome. - Rémi Cuingnet; Charlotte Rosso; Stéphane Lehéricy; Didier Dormont; Habib Benali; Yves Samson; Olivier Colliot (MICCAI (1), 2010)

Spatial and anatomical regularization of SVM for brain image analysis. - Rémi Cuingnet; Marie Chupin; Habib Benali; Olivier Colliot (NIPS, 2010)

A nonlinear identification method to study effective connectivity in functional MRI. - Xingfeng Li 002; Guillaume Marrelec; Robert F. Hess; Habib Benali (Medical Image Anal., 2010)

Multi-level bootstrap analysis of stable clusters in resting-state fMRI. - Pierre Bellec; Pedro Rosa-Neto; Oliver C. Lyttelton; Habib Benali; Alan C. Evans (NeuroImage, 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 least angle regression method for fMRI activation detection in phase-encoded experimental designs. - Xingfeng Li 002; Damien Coyle; Liam P. Maguire; Thomas Martin McGinnity; David R. Watson; Habib Benali (NeuroImage, 2010)

The multifaceted nature of the relationship between performance and brain activity in motor sequence learning. - Pierre Orban; Philippe Peigneux; Ovidiu V. Lungu; Geneviève Albouy; Estelle Breton; Frédéric Laberenne; Habib Benali; Pierre Maquet; Julien Doyon (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)

Characterization of the default mode functional connectivity in normal aging and Alzheimer's disease: An approach combining entropy-based and graph theoretical measurements. - Paule-Joanne Toussaint; Sofiane Maiz; David Coynel; Arnaud Messé; Vincent Perlbarg; Marie Odile Habert; Habib Benali (ISBI, 2011)

Anatomical Regularization on Statistical Manifolds for the Classification of Patients with Alzheimer's Disease. - Rémi Cuingnet; Joan Alexis Glaunès; Marie Chupin; Habib Benali; Olivier Colliot (MLMI, 2011)

Large-Sample Asymptotic Approximations for the Sampling and Posterior Distributions of Differential Entropy for Multivariate Normal Distributions. - Guillaume Marrelec; Habib Benali (Entropy, 2011)

Spatial regularization of SVM for the detection of diffusion alterations associated with stroke outcome. - Rémi Cuingnet; Charlotte Rosso; Marie Chupin; Stéphane Lehéricy; Didier Dormont; Habib Benali; Yves Samson; Olivier Colliot (Medical Image Anal., 2011)

Wallerian degeneration after spinal cord lesions in cats detected with diffusion tensor imaging. - Julien Cohen-Adad; Hugues Leblond; Hugo Delivet-Mongrain; Marina Martinez; Habib Benali; Serge Rossignol (NeuroImage, 2011)

Demyelination and degeneration in the injured human spinal cord detected with diffusion and magnetization transfer MRI. - Julien Cohen-Adad; M.-M. El Mendili; Stéphane Lehéricy; Pierre-François Pradat; S. Blancho; Serge Rossignol; Habib Benali (NeuroImage, 2011)

Automatic classification of patients with Alzheimer's disease from structural MRI: A comparison of ten methods using the ADNI database. - Rémi Cuingnet; Emilie Gerardin; Jérôme Tessieras; Guillaume Auzias; Stéphane Lehéricy; Marie Odile Habert; Marie Chupin; Habib Benali; Olivier Colliot (NeuroImage, 2011)

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)

A Model Selection Method for Nonlinear System Identification Based fMRI Effective Connectivity Analysis. - Xingfeng Li 002; Damien Coyle; Liam P. Maguire; Thomas Martin McGinnity; Habib Benali (IEEE Trans. Medical Imaging, 2011)

Resting state FDG-PET functional connectivity as an early biomarker of Alzheimer's disease using conjoint univariate and independent component analyses. - Paule-Joanne Toussaint; Vincent Perlbarg; Pierre Bellec; Serge Desarnaud; Lucette Lacomblez; Julien Doyon; Marie Odile Habert; Habib Benali (NeuroImage, 2012)

Reduction of physiological noise with independent component analysis improves the detection of nociceptive responses with fMRI of the human spinal cord. - G. Xie; Mathieu Piché; M. Khoshnejad; Vincent Perlbarg; Jen-I Chen; Richard D. Hoge; Habib Benali; Serge Rossignol; Pierre Rainville; Julien Cohen-Adad (NeuroImage, 2012)

Spatial and Anatomical Regularization of SVM: A General Framework for Neuroimaging Data. - Rémi Cuingnet; Joan Alexis Glaunès; Marie Chupin; Habib Benali; Olivier Colliot (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

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)

Off-line consolidation of motor sequence learning results in greater integration within a cortico-striatal functional network. - Karen Debas; Julie Carrier; Marc Barakat; Guillaume Marrelec; Pierre Bellec; Abdallah Hadj Tahar; Avi Karni; Leslie G. Ungerleider; Habib Benali; Julien Doyon (NeuroImage, 2014)

Framework for integrated MRI average of the spinal cord white and gray matter: The MNI-Poly-AMU template. - Vladimir S. Fonov; Arnaud Le Troter; Manuel Taso; Benjamin De Leener; G. Lévêque; M. Benhamou; Michaël Sdika; Habib Benali; Pierre-François Pradat; D. Louis Collins; Virginie Callot; Julien Cohen-Adad (NeuroImage, 2014)

Characteristics of the default mode functional connectivity in normal ageing and Alzheimer's disease using resting state fMRI with a combined approach of entropy-based and graph theoretical measurements. - Paule-Joanne Toussaint; Sofiane Maiz; David Coynel; Julien Doyon; Arnaud Messé; Leonardo Cruz de Souza; Marie Sarazin; Vincent Perlbarg; Marie Odile Habert; Habib Benali (NeuroImage, 2014)

Relating Structure and Function in the Human Brain: Relative Contributions of Anatomy, Stationary Dynamics, and Non-stationarities. - Arnaud Messé; David Rudrauf; Habib Benali; Guillaume Marrelec (PLoS Comput. Biol., 2014)

In vivo NIRS monitoring in pig Spinal Cord tissues. - Olivier Tsiakaka; Mehdi Terosiet; Olivier Romain; Aymeric Histace; Habib Benali; Pierre-François Pradat; Farouk Vallette; Michael Feher; Sylvain Feruglio (EMBC, 2015)

A Neural Mass Model with Direct and Indirect Excitatory Feedback Loops: Identification of Bifurcations and Temporal Dynamics. - Aurélie Garnier; Alexandre Vidal; Clément Huneau; Habib Benali (Neural Comput., 2015)

Maintaining vs. enhancing motor sequence memories: Respective roles of striatal and hippocampal systems. - Geneviève Albouy; Stuart M. Fogel; Bradley R. King; Samuel Laventure; Habib Benali; Avi Karni; Julie Carrier; Edwin M. Robertson; Julien Doyon (NeuroImage, 2015)

Relating Structural and Functional Connectivity in MRI: A Simple Model for a Complex Brain. - Arnaud Messé; Habib Benali; Guillaume Marrelec (IEEE Trans. Medical Imaging, 2015)

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)

Automatic detection of early stages of Parkinson's disease through acoustic voice analysis with mel-frequency cepstral coefficients. - Laetitia Jeancolas; Habib Benali; Badr-Eddine Benkelfat; Graziella Mangone; Jean-Christophe Corvol; Marie Vidailhet; Stéphane Lehéricy; Dijana Petrovska-Delacrétaz (ATSIP, 2017)

From Hand-Crafted to Deep Learning-based Cancer Radiomics: Challenges and Opportunities. - Parnian Afshar; Arash Mohammadi 001; Konstantinos N. Plataniotis; Anastasia Oikonomou; Habib Benali (CoRR, 2018)

Comparison of Telephone Recordings and Professional Microphone Recordings for Early Detection of Parkinson's Disease, Using Mel-Frequency Cepstral Coefficients with Gaussian Mixture Models. - Laetitia Jeancolas; Graziella Mangone; Jean-Christophe Corvol; Marie Vidailhet; Stéphane Lehéricy; Badr-Eddine Benkelfat; Habib Benali; Dijana Petrovska-Delacrétaz (INTERSPEECH, 2019)

Guest Editorial: Advances in Computational Intelligence for Multimodal Biomedical Imaging. - Mohammed El Hassouni; Rachid Jennane; Ahmed Ben Hamida; Habib Benali; Basel Solaiman (Multim. Tools Appl., 2019)

From Handcrafted to Deep-Learning-Based Cancer Radiomics: Challenges and opportunities. - Parnian Afshar; Arash Mohammadi 001; Konstantinos N. Plataniotis; Anastasia Oikonomou; Habib Benali (IEEE Signal Process. Mag., 2019)

Phase Aberration Correction: A Convolutional Neural Network Approach. - Mostafa Sharifzadeh; Habib Benali; Hassan Rivaz (IEEE Access, 2020)

Multimodal 3D ultrasound and CT in image-guided spinal surgery: public database and new registration algorithms. - Nima Masoumi; Clyde J. Belasso; M. Omair Ahmad; Habib Benali; Yiming Xiao; Hassan Rivaz (Int. J. Comput. Assist. Radiol. Surg., 2021)

An Ultra-Fast Method for Simulation of Realistic Ultrasound Images. - Mostafa Sharifzadeh; Habib Benali; Hassan Rivaz (CoRR, 2021)

X-Vectors: New Quantitative Biomarkers for Early Parkinson's Disease Detection From Speech. - Laetitia Jeancolas; Dijana Petrovska-Delacrétaz; Graziella Mangone; Badr-Eddine Benkelfat; Jean-Christophe Corvol; Marie Vidailhet; Stéphane Lehéricy; Habib Benali (Frontiers Neuroinformatics, 2021)

Segmentation of Intraoperative 3D Ultrasound Images Using a Pyramidal Blur-Pooled 2D U-Net. - Mostafa Sharifzadeh; Habib Benali; Hassan Rivaz (CuRIOUS/KiPA/MELA@MICCAI, 2022)

DF-SSmVEP: Dual Frequency Aggregated Steady-State Motion Visual Evoked Potential Design with Bifold Canonical Correlation Analysis. - Raika Karimi; Arash Mohammadi 001; Amir Asif; Habib Benali (Sensors, 2022)

Phase Aberration Correction without Reference Data: An Adaptive Mixed Loss Deep Learning Approach. - Mostafa Sharifzadeh; Habib Benali; Hassan Rivaz (CoRR, 2023)

Cross-homology: Topology and spectral persistent cross-hubs of higher-order multilayer networks. - Elkaïoum M. Moutuou; Obaï B. K. Ali; Habib Benali (CoRR, 2023)

Mitigating Aberration-Induced Noise: A Deep Learning-Based Aberration-to- Aberration Approach. - Mostafa Sharifzadeh; Sobhan Goudarzi; An Tang; Habib Benali; Hassan Rivaz (IEEE Trans. Medical Imaging, 2024)

Dialogue mechanisms between astrocytic and neuronal networks: A whole-brain modelling approach. - Obaï B. K. Ali; Alexandre Vidal; Christophe Grova; Habib Benali (PLoS Comput. Biol., 2025)