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hal-03033971v1
Conference papers
Bayesian compressed sensing for IoT : application to EEG recording 1st International Conference on Digital Health Technologies - ICDHT 2018, Oct 2018, Sfax, Tunisia. pp.53-60 |
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hal-01275622v1
Preprints, Working Papers, ...
Hemodynamic Brain Parcellation Using A Non-Parametric Bayesian Approach 2016 |
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hal-01107475v1
Conference papers
Model Selection for Hemodynamic Brain Parcellation in fMRI EUSIPCO - 22nd European Signal Processing Conference, Sep 2014, Lisbon, Portugal. pp.31 - 35 |
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hal-01084249v1
Journal articles
Flexible multivariate hemodynamics fMRI data analyses and simulations with PyHRF Frontiers in Neuroscience, Frontiers, 2014, Brain Imaging methods (eCollection 2014), 8 (Article 67), pp.23. ⟨10.3389/fnins.2014.00067⟩ |
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hal-00859388v1
Conference papers
Hemodynamic-informed parcellation of fMRI data in a Joint Detection Estimation framework MICCAI 2012 - 15th International Conference on Medical Image Computing and Computer-Assisted Intervention, Oct 2012, Nice, France. pp.180-188, ⟨10.1007/978-3-642-33454-2_23⟩ |
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hal-01426385v1
Journal articles
A Bayesian Non-Parametric Hidden Markov Random Model for Hemodynamic Brain Parcellation Signal Processing, Elsevier, 2017, 135, pp.132-146. ⟨10.1016/j.sigpro.2017.01.005⟩ |
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hal-01261982v1
Conference papers
Multi-subject joint parcellation detection estimation in functional MRI 13th IEEE International Symposium on Biomedical Imaging, Apr 2016, Prague, Czech Republic. pp.74-77, ⟨10.1109/ISBI.2016.7493214⟩ |
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hal-02938620v1
Conference papers
Robust lane Extraction using Two-Dimension Declivity 17th International Conference on Artificial Intelligence and Soft Computing (ICAISC), Jun 2018, Zakopane, Poland. pp.14-24, ⟨10.1007/978-3-319-91262-2_2⟩ |
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hal-02932319v1
Journal articles
A Bayesian grouplet transform Signal, Image and Video Processing, Springer Verlag, 2019, 13 (5), pp.871-878. ⟨10.1007/s11760-019-01423-6⟩ ![]() |
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hal-01084324v1
Journal articles
Spatio-temporal wavelet regularization for parallel MRI reconstruction: application to functional MRI Magnetic Resonance Materials in Physics, Biology and Medicine, Springer Verlag, 2014, 27 (6), pp.41. ⟨10.1007/s10334-014-0436-5⟩ |
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hal-02913540v1
Preprints, Working Papers, ...
Effects of COVID-19 home confinement on physical activity and eating behaviour Preliminary results of the ECLB-COVID19 international online-survey 2020 ![]() |
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hal-00843491v1
Patents
Method for performing parallel magnetic resonance imaging France, Patent n° : PCT/IB2011/002330. 2012 |
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hal-00853350v1
Conference papers
A hierarchical Bayesian model for frame representation IEEE International Conference Acoustics, Speech, and Signal (ICASSP), Mar 2010, Dallas, USA, France. pp.4086-4089 |
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hal-00826119v1
Conference papers
Solving inverse problems with overcomplete transforms and convex optimization techniques SPIE, Aug 2009, San Diego, California, United States |
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hal-02976657v1
Books
Digital Health Approach for Predictive, Preventive, Personalised and Participatory Medicine Springer, 10, pp.XVI, 88, 2019, Advances in Predictive, Preventive and Personalised Medicine, 978-3-030-11799-3. ⟨10.1007/978-3-030-11800-6⟩ |
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hal-02942312v1
Conference papers
Joint Bayesian Hyperspectral Unmixing for change detection Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS 2020), Mar 2020, Tunis, Tunisia. pp.37-40, ⟨10.1109/M2GARSS47143.2020.9105275⟩ |
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hal-02938626v1
Conference papers
A sleep monitoring method with EEG signals International Conference on Digital Health Technologies (ICDHT), Dec 2019, Hammamet, Tunisia. pp.1-8 |
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hal-02947739v1
Conference papers
EEG-based Hypo-vigilance detection using convolutional neural network 18th International Conference Smart Homes and Health Telematics (ICOST 2020), Jun 2020, Hammamet, Tunisia. pp.69-78 |
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hal-02950816v1
Journal articles
Bayesian sparse regularization for parallel MRI reconstruction using Complex Bernoulli-Laplace mixture priors Signal, Image and Video Processing, Springer Verlag, 2019, 14, pp.445-453. ⟨10.1007/s11760-019-01567-5⟩ |
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hal-02947757v1
Conference papers
Sparse Bayesian pMRI Reconstruction With Complex Bernoulli-Laplace Mixture Priors 4th IEEE Middle East Conference on Biomedical Engineering (MECBME 2018), Mar 2018, Tunis, Tunisia. pp.193-197 |
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hal-02940975v1
Journal articles
Covid-19 pandemic by the "real-time" monitoring: the Tunisian case and lessons for global epidemics in the context 3PM strategies EPMA Journal : Journal of Predictive, Preventive and Personalized Medicine - PPPM, 2020, 11 (2), pp.133-138. ⟨10.1007/s13167-020-00207-0⟩ |
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hal-02950806v1
Journal articles
Bayesian curved lane estimation for autonomous driving Journal of Ambient Intelligence and Humanized Computing, Springer, 2020, 11, pp.4133-4143. ⟨10.1007/s12652-020-01688-7⟩ |
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hal-01278488v1
Conference papers
Sparse signal recovery using a Bernoulli generalized Gaussian prior EUSIPCO 2015 23rd European Signal Processing Conference, Aug 2015, Nice, France. ⟨10.1109/EUSIPCO.2015.7362676⟩ |
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hal-01466644v1
Conference papers
Adaptive Mean Shift Based Hemodynamic Brain Parcellation in fMRI 7th International Conference on Medical Imaging and Augmented Reality (MIAR 2016), Aug 2016, Bern, Switzerland. pp. 247-258 |
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hal-01381730v1
Journal articles
Spatio-spectral regularization to improve magnetic resonance spectroscopic imaging quantification NMR in Biomedicine, Wiley, 2016, vol. 129 (n° 7), pp. 918-931. ⟨10.1002/nbm.3532⟩ |
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hal-01376544v1
Journal articles
A hamiltonian Monte Carlo method for non-smooth energy sampling IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2016, vol. 64 (n° 21), pp. 5585-5594. ⟨10.1109/TSP.2016.2585120⟩ |
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hal-01261357v1
Journal articles
Sparse EEG Source Localization Using Bernoulli Laplacian Priors IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2015, vol. 62 (n° 12), pp. 2888-2898. ⟨10.1109/TBME.2015.2450015⟩ |
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hal-03120308v1
Conference papers
A general non-smooth Hamiltonian Monte Carlo scheme using Bayesian proximity operator calculation 25th European Signal and Image Processing Conference (EUSIPCO 2017), European Association for Signal Processing (EURASIP), Aug 2017, Kos Island, Greece. pp.1220-1224, ⟨10.23919/EUSIPCO.2017.8081402⟩ ![]() |
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hal-01485017v1
Journal articles
Towards Accurate and Robust MRSI Quantification to Improve the Radiation Therapy Treatment of GBM International Journal of Radiation Oncology - Biology - Physics, Elsevier, 2014, vol. 90 (n° 1 suppl), pp. S793. ⟨10.1016/j.ijrobp.2014.05.2292⟩ ![]() |
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hal-01291840v1
Preprints, Working Papers, ...
A Hamiltonian Monte Carlo Method for Non-Smooth Energy Sampling 2016 |
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