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79 résultats
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Non-smooth Bayesian learning for artificial neural networksJournal of Ambient Intelligence and Humanized Computing, In press
Article dans une revue
hal-03669388v1
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How AI can advance MDE ?3rd International Conference on Intelligent Systems and Pattern Recognition (ISPR 2023), May 2023, Hammamet, Tunisia. à paraître
Communication dans un congrès
hal-04338171v1
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Sparse Bayesian pMRI Reconstruction With Complex Bernoulli-Laplace Mixture Priors4th IEEE Middle East Conference on Biomedical Engineering (MECBME 2018), Mar 2018, Tunis, Tunisia. pp.193-197
Communication dans un congrès
hal-02947757v1
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Joint Detection-Estimation in Functional MRIJean-François Giovannelli and Jérôme Idier. Regularization and Bayesian Methods for Inverse Problems in Signal and Image Processing, John Wiley and Sons, pp.169-200, 2015, 978-1-84821-637-2
Chapitre d'ouvrage
hal-01254177v1
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Lentigo detection using a deep learning approachInternational Conference On Smart Living and Public Health (ICOST 2020), Jun 2020, Hammamet, Tunisia. pp.1-5, ⟨10.1007/978-3-030-51517-1_8⟩
Communication dans un congrès
hal-02968415v1
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Sparse signal recovery using a Bernoulli generalized Gaussian priorEUSIPCO 2015 23rd European Signal Processing Conference, Aug 2015, Nice, France. ⟨10.1109/EUSIPCO.2015.7362676⟩
Communication dans un congrès
hal-01278488v1
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Improving Spacecraft Health Monitoring with Automatic Anomaly Detection Techniques14th International Conference on Space Operations (SpaceOps 2016), May 2016, Daejeon, South Korea. pp. 1
Communication dans un congrès
hal-01490731v1
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A Variational Bayesian approach for the Joint Detection Estimation of Brain Activity in functional MRI43èmes Journées de Statistique, Société Française de Statistique (SFdS), May 2011, Tunis, Tunisia
Communication dans un congrès
hal-00780559v1
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Flexible multivariate hemodynamics fMRI data analyses and simulations with PyHRFFrontiers in Neuroscience, 2014, Brain Imaging methods (eCollection 2014), 8 (Article 67), pp.23. ⟨10.3389/fnins.2014.00067⟩
Article dans une revue
hal-01084249v1
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Bayesian sparse regularization for parallel MRI reconstruction using Complex Bernoulli-Laplace mixture priorsSignal, Image and Video Processing, 2019, 14, pp.445-453. ⟨10.1007/s11760-019-01567-5⟩
Article dans une revue
hal-02950816v1
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Bayesian curved lane estimation for autonomous drivingJournal of Ambient Intelligence and Humanized Computing, 2020, 11, pp.4133-4143. ⟨10.1007/s12652-020-01688-7⟩
Article dans une revue
hal-02950806v1
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A sleep monitoring method with EEG signalsInternational Conference on Digital Health Technologies (ICDHT), Dec 2019, Hammamet, Tunisia. pp.1-8
Communication dans un congrès
hal-02938626v1
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A cross-validation approach for classifying physical activity intensity: a case study in children with attention deficit/hyperactivity disorder20th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA 2023), IEEE, Dec 2023, Giza, Egypt. à paraître
Communication dans un congrès
hal-04414203v1
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Adaptive Mean Shift Based Hemodynamic Brain Parcellation in fMRI7th International Conference on Medical Imaging and Augmented Reality (MIAR 2016), Aug 2016, Bern, Switzerland. pp. 247-258
Communication dans un congrès
hal-01466644v1
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Magnetic resonance spectroscopic data processingMassoptier, Laurent; Viard, Romain. Innovative imaging to improve radiotherapy treatments, 15, Lulu Enterprises Inc, pp.91--96, 2014, 978-1291604177
Chapitre d'ouvrage
hal-03266931v1
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Hemodynamic Brain Parcellation Using A Non-Parametric Bayesian Approach2016
Pré-publication, Document de travail
hal-01275622v1
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MRSI data unmixing using spatial and spectral priors in transformed domains13th IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2016), Apr 2016, Prague, Czech Republic. pp. 952-955
Communication dans un congrès
hal-01491210v1
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Bayesian Optimization Using Hamiltonian Dynamics for Sparse Artificial Neural Networks19th International Symposium on Biomedical Imaging (ISBI 2022), IEEE Signal Processing Society (SPS); IEEE Engineering in Medicine and Biology Society (EMBS), Mar 2022, Kolkata, India. pp.1-4, ⟨10.1109/ISBI52829.2022.9761469⟩
Communication dans un congrès
hal-03858776v1
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Parallel magnetic resonance imaging reconstruction problems using wavelet representationsModeling and Simulation. Université Paris-Est, 2010. English. ⟨NNT : 2010PEST1010⟩
Thèse
tel-00575136v2
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Minimization of a sparsity promoting criterion for the recovery of complex-valued signalsSPARS'09 - Signal Processing with Adaptive Sparse Structured Representations, Inria Rennes - Bretagne Atlantique, Apr 2009, Saint Malo, France
Communication dans un congrès
inria-00369590v1
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Hybrid Sparse Regularization for Magnetic Resonance SpectroscopyIEEE Engineering in Medicine and Biology Society Conference - EMBC 2013, Jul 2013, Osaka, Japan. pp. 6768-6771
Communication dans un congrès
hal-01148277v1
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Multi-subject joint parcellation detection estimation in functional MRI13th IEEE International Symposium on Biomedical Imaging, Apr 2016, Prague, Czech Republic. pp.74-77, ⟨10.1109/ISBI.2016.7493214⟩
Communication dans un congrès
hal-01261982v1
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Spatio-spectral regularization to improve magnetic resonance spectroscopic imaging quantificationNMR in Biomedicine, 2016, 129 (7), pp.918-931. ⟨10.1002/nbm.3532⟩
Article dans une revue
hal-01381730v1
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Sparse EEG Source Localization Using Bernoulli Laplacian PriorsIEEE Transactions on Biomedical Engineering, 2015, 62 (12), pp.2888-2898. ⟨10.1109/TBME.2015.2450015⟩
Article dans une revue
hal-01261357v1
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Digital Health Approach for Predictive, Preventive, Personalised and Participatory MedicineSpringer, 10, pp.XVI, 88, 2019, Advances in Predictive, Preventive and Personalised Medicine, 978-3-030-11799-3. ⟨10.1007/978-3-030-11800-6⟩
Ouvrages
hal-02976657v1
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EEG-based Hypo-vigilance detection using convolutional neural network18th International Conference Smart Homes and Health Telematics (ICOST 2020), Jun 2020, Hammamet, Tunisia. pp.69-78
Communication dans un congrès
hal-02947739v1
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Subject-level Joint Parcellation-Detection-Estimation in fMRI2016
Pré-publication, Document de travail
hal-01255465v1
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Hemodynamic-Informed Parcellation of fMRI Data in a Joint Detection Estimation Framework2015
Pré-publication, Document de travail
hal-01228007v1
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A cross-validation approach for classifying physical activity intensity: a case study in children with attention deficit/hyperactivity disorderACS/IEEE International Conference on Computer Systems and Applications (AICCSA 2023), Arab Computer Society (ACS); IEEE Computer Society, Dec 2023, Giza, Egypt
Communication dans un congrès
hal-04338210v1
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Sélection de variables dans un cadre Bayésien de traitement de données d'IRM fonctionnelle44e Journées de Statistique, Société Française de Statistique, May 2012, Bruxelles, Belgique
Communication dans un congrès
hal-00780088v1
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