Habib Benali
According to our database1,
Habib Benali
authored at least 100 papers
between 1994 and 2023.
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Bibliography
2023
Cross-homology: Topology and spectral persistent cross-hubs of higher-order multilayer networks.
CoRR, 2023
Phase Aberration Correction without Reference Data: An Adaptive Mixed Loss Deep Learning Approach.
CoRR, 2023
2022
DF-SSmVEP: Dual Frequency Aggregated Steady-State Motion Visual Evoked Potential Design with Bifold Canonical Correlation Analysis.
Sensors, 2022
Segmentation of Intraoperative 3D Ultrasound Images Using a Pyramidal Blur-Pooled 2D U-Net.
Proceedings of the Lesion Segmentation in Surgical and Diagnostic Applications, 2022
2021
X-Vectors: New Quantitative Biomarkers for Early Parkinson's Disease Detection From Speech.
Frontiers Neuroinformatics, 2021
Multimodal 3D ultrasound and CT in image-guided spinal surgery: public database and new registration algorithms.
Int. J. Comput. Assist. Radiol. Surg., 2021
2020
IEEE Access, 2020
2019
From Handcrafted to Deep-Learning-Based Cancer Radiomics: Challenges and opportunities.
IEEE Signal Process. Mag., 2019
Guest Editorial: Advances in Computational Intelligence for Multimodal Biomedical Imaging.
Multim. Tools Appl., 2019
Comparison of Telephone Recordings and Professional Microphone Recordings for Early Detection of Parkinson's Disease, Using Mel-Frequency Cepstral Coefficients with Gaussian Mixture Models.
Proceedings of the Interspeech 2019, 2019
2018
From Hand-Crafted to Deep Learning-based Cancer Radiomics: Challenges and Opportunities.
CoRR, 2018
2017
Automatic detection of early stages of Parkinson's disease through acoustic voice analysis with mel-frequency cepstral coefficients.
Proceedings of the 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2017
2016
Neuroinformatics, 2016
2015
Relating Structural and Functional Connectivity in MRI: A Simple Model for a Complex Brain.
IEEE Trans. Medical Imaging, 2015
Maintaining vs. enhancing motor sequence memories: Respective roles of striatal and hippocampal systems.
NeuroImage, 2015
A Neural Mass Model with Direct and Indirect Excitatory Feedback Loops: Identification of Bifurcations and Temporal Dynamics.
Neural Comput., 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Relating Structure and Function in the Human Brain: Relative Contributions of Anatomy, Stationary Dynamics, and Non-stationarities.
PLoS Comput. Biol., 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.
NeuroImage, 2014
Framework for integrated MRI average of the spinal cord white and gray matter: The MNI-Poly-AMU template.
NeuroImage, 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
2013
Spatial and Anatomical Regularization of SVM: A General Framework for Neuroimaging Data.
IEEE Trans. Pattern Anal. Mach. Intell., 2013
2012
Reduction of physiological noise with independent component analysis improves the detection of nociceptive responses with fMRI of the human spinal cord.
NeuroImage, 2012
Resting state FDG-PET functional connectivity as an early biomarker of Alzheimer's disease using conjoint univariate and independent component analyses.
NeuroImage, 2012
2011
A Model Selection Method for Nonlinear System Identification Based fMRI Effective Connectivity Analysis.
IEEE Trans. Medical Imaging, 2011
Brain functional integration decreases during propofol-induced loss of consciousness.
NeuroImage, 2011
Automatic classification of patients with Alzheimer's disease from structural MRI: A comparison of ten methods using the ADNI database.
NeuroImage, 2011
Demyelination and degeneration in the injured human spinal cord detected with diffusion and magnetization transfer MRI.
NeuroImage, 2011
Wallerian degeneration after spinal cord lesions in cats detected with diffusion tensor imaging.
NeuroImage, 2011
Spatial regularization of SVM for the detection of diffusion alterations associated with stroke outcome.
Medical Image Anal., 2011
Large-Sample Asymptotic Approximations for the Sampling and Posterior Distributions of Differential Entropy for Multivariate Normal Distributions.
Entropy, 2011
Anatomical Regularization on Statistical Manifolds for the Classification of Patients with Alzheimer's Disease.
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011
Characterization of the default mode functional connectivity in normal aging and Alzheimer's disease: An approach combining entropy-based and graph theoretical measurements.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
2010
A Low-Cost Implantable Near-Infrared Imaging System of Spinal Cord Activity in the Cat.
IEEE Trans. Biomed. Circuits Syst., 2010
The multifaceted nature of the relationship between performance and brain activity in motor sequence learning.
NeuroImage, 2010
A least angle regression method for fMRI activation detection in phase-encoded experimental designs.
NeuroImage, 2010
NeuroImage, 2010
NeuroImage, 2010
Medical Image Anal., 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Spatially Regularized SVM for the Detection of Brain Areas Associated with Stroke Outcome.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 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
NeuroImage, 2008
In vivo DTI of the healthy and injured cat spinal cord at high spatial and angular resolution.
NeuroImage, 2008
Regions, systems, and the brain: Hierarchical measures of functional integration in fMRI.
Medical Image Anal., 2008
Int. J. Biomed. Imaging, 2008
Identification of Atrophy Patterns in Alzheimer's Disease Based on SVM Feature Selection and Anatomical Parcellation.
Proceedings of the Medical Imaging and Augmented Reality, 4th International Workshop, 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
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Fully automatic hippocampus segmentation discriminates between early Alzheimer's disease and normal aging.
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
Activation detection in diffuse optical imaging by means of the general linear model.
Medical Image Anal., 2007
2006
Bayesian spatio-temporal approach for EEG source reconstruction: conciliating ECD and distributed models.
IEEE Trans. Biomed. Eng., 2006
Partial correlation for functional brain interactivity investigation in functional MRI.
NeuroImage, 2006
Evaluation of EEG localization methods using realistic simulations of interictal spikes.
NeuroImage, 2006
Correction of Structured Noise in fMRI Using Spatial Independent Component Analysis: Corsica.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Federating Distributed and Heterogeneous Information Sources in Neuroimaging: The NeuroBase Project.
Proceedings of the Challenges and Opportunities of HealthGrids, 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
Multivariate source prelocalization (MSP): Use of functionally informed basis functions for better conditioning the MEG inverse problem.
NeuroImage, 2005
NeuroImage, 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
Dynamics of parietofrontal networks underlying visuospatial short-term memory encoding.
NeuroImage, 2004
Evaluation of Registration of Ictal SPECT/MRI Data Using Statistical Similarity Methods.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 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
Better Conditioning the MEG/EEG Inverse Problem: The Multivariate Source Prelocalization Approach.
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
Data-Driven Cortex Parcelling: A Regularization Tool for the EEG/MEG Inverse Problem.
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
Group analysis in functional neuroimaging: selecting subjects using similarity measures.
NeuroImage, 2003
From Anatomic Standardization Analysis of Perfusion SPECT Data to Perfusion Pattern Modelling.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Localization Estimation Algorithm (LEA): A Supervised Prior-Based Approach for Solving the EEG/MEG Inverse Problem.
Proceedings of the Information Processing in 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
Proceedings of the Information Processing in Medical Imaging, 2003
2002
Estimating the effective degrees of freedom in univariate multiple regression analysis.
Medical Image Anal., 2002
Model Based Spatial and Temporal Similarity Measures between Series of Functional Magnetic Resonance Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 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
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
2001
A Methodology to Validate MRI/SPECT Registration Methods Using Realistic Simulated SPECT Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001
Spatio-temporal Covariance Model for Medical Images Sequences: Application to Functional MRI Data.
Proceedings of the Information Processing in Medical Imaging, 2001
Statistical method for source localization in MEG/EEG tomographic reconstruction problem.
Proceedings of the 2001 International Conference on Image Processing, 2001
1999
The need to develop guidelines for the evaluation of medical image processing procedures.
Proceedings of the Medical Imaging 1999: Image Processing, 1999
Proceedings of the Information Processing in Medical Imaging, 1999
1997
Proceedings of the Information Processing in Medical Imaging, 1997
1994
Foundations of factor analysis of medical image sequences: a unified approach and some practical implications.
Image Vis. Comput., 1994