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Publications of P. Ciuciu

Articles in journal or book chapters

  1. L. Chaâri, J.-C. Pesquet, A. Benazza-Benyahia, and P. Ciuciu. A wavelet-based regularized reconstruction algorithm for SENSE parallel MRI with applications to neuroimaging. Medical Image Analysis, 15(2):185-201, 2011. Keyword(s): wavelet, parallel MRI, reconstruction, sparsity, brainvisa, IFR49. [bibtex-entry]


  2. L. Chaâri, J.-C. Pesquet, J.-Y. Tourneret, P. Ciuciu, and A. Benazza-Benyahia. A Hierarchical Bayesian Model for Frame Representation. IEEE Trans. Signal Processing, 58(10):-, 2010. Keyword(s): brainvisa, IFR49. [bibtex-entry]


  3. P. Ciuciu, T. Vincent, L. Risser, and Sophie Donnet. A joint detection-estimation framework for analysing within-subject fMRI data. Journal de la Société Francaise de Statistiques, 151(1):58-89, 2010. Keyword(s): brainvisa, IFR49. [bibtex-entry]


  4. L. Risser, T. Vincent, F. Forbes, J. Idier, and P. Ciuciu. Min-max extrapolation scheme for fast estimation of 3D Potts field partition functions. Application to the joint detection-estimation of brain activity in fMRI.. Journal of Signal Processing Systems, 60(1):-, July 2010. Keyword(s): brainvisa, IFR49. [bibtex-entry]


  5. T. Vincent, L. Risser, and P. Ciuciu. Spatially adaptive mixture modeling for analysis of within-subject fMRI time series. IEEE Trans. Med. Imag., 29(4):1059-1074, Apr. 2010. Keyword(s): brainvisa, IFR49. [bibtex-entry]


  6. S. Makni, J. Idier, T. Vincent, B. Thirion, G. Dehaene-Lambertz, and P. Ciuciu. A fully Bayesian approach to the parcel-based detection-estimation of brain activity in fMRI. Neuroimage, 41(3):941-969, July 2008. Keyword(s): brainvisa, fMRI, IFR49. [bibtex-entry]


Conference articles

  1. L. Chaâri, F. Forbes, P. Ciuciu, T. Vincent, and M. Dojat. Bayesian variational approximation for the joint Detection-Estimation of brain activity in fMRI. In IEEE Workshop on Statistical Signal Processing (SSP 2011), Nice, France, June 2011. Keyword(s): brainvisa, IFR49. [bibtex-entry]


  2. L. Chaâri, J.-C. Pesquet, J.-Y. Tourneret, and P. Ciuciu. Parameter estimation for hybrid wavelet Total Variation regularization. In IEEE Workshop on Statistical Signal Processing (SSP 2011), Nice, France, June 2011. Keyword(s): brainvisa, IFR49. [bibtex-entry]


  3. S. Badillo, S. Desmidt, and P. Ciuciu. A group level fMRI comparative study between 12 and 32 channel coils at 3 Tesla. In D Le Bihan, editor, 16thProc. HBM'10, Barcelona, Espania, June 2010. Elsevier. Keyword(s): parallel MRI, SENSE, coil comparison, brainvisa, IFR49. [bibtex-entry]


  4. L. Chaâri, S. Mériaux, J.-C. Pesquet, and P. Ciuciu. Impact of the parallel imaging reconstruction algorithm on brain activity detection in fMRI. In IEEE ISABEL'10 Symposium, Roma, Italia, Nov. 2010. Keyword(s): wavelet, parallel MRI, reconstruction, sparsity, brainvisa, IFR49. [bibtex-entry]


  5. L. Chaâri, S. Mériaux, J.-C. Pesquet, and P. Ciuciu. Impact of the parallel imaging reconstruction algorithm on the statistical sensitivity in fMRI. In D Le Bihan, editor, 16thProc. HBM'10, Barcelona, Espania, June 2010. Elsevier. Keyword(s): wavelet, parallel MRI, reconstruction, sparsity, brainvisa, IFR49. [bibtex-entry]


  6. L. Chaâri, J.-C. Pesquet, Amel Benazza-Benyahia, and P. Ciuciu. A hierarchical Bayesian model for frame representation. In 35th Proc. IEEE ICASSP, Dallas, TX, USA, pages 4086-4089, Mar. 2010. Keyword(s): brainvisa, IFR49. [bibtex-entry]


  7. P. Ciuciu, S. Desmidt, T. Vincent, S. Roger, B. Thirion, and A. Roche. What is the statistical difference between SPM5 and the BrainVISA fMRI toolbox?. In D Le Bihan, editor, 16thProc. HBM'10, Barcelona, Espania, June 2010. Elsevier. Keyword(s): parallel MRI, SENSE, coil comparison, brainvisa, IFR49. [bibtex-entry]


  8. T. Vincent, A. Tucholka, and P. Ciuciu. Surface-based joint detection-estimation of brain activity in functional MRI. In D Le Bihan, editor, 16thProc. HBM'10, Barcelona, Espania, June 2010. Elsevier. Keyword(s): JDE, HRF, Bayesian, MCMC, cortical surface, brainvisa, IFR49. [bibtex-entry]


  9. P. Ciuciu, S. Sockeel, T. Vincent, and J. Idier. Modelling the neurovascular habituation effect on fMRI time series. In 34th Proc. IEEE ICASSP, Taipei, Taiwan, pages 433-436, Apr. 2009. Keyword(s): brainvisa, IFR49. [bibtex-entry]


  10. L. Favre, A.-L. Fouque, T. Vincent, A. Tucholka, M. Keller, G. Operto, B. Thyreau, C. Clouchoux, L. Risser, A. Moreno, D. Geffroy, Y. Cointepas, O. Coulon, P. Ciuciu, B. Thirion, and A. Roche. A Comprehensive fMRI Processing Toolbox for BrainVISA. In Hum. Brain Mapp., 2009. Keyword(s): brainvisa, fMRI, IFR49. [bibtex-entry]


  11. A.-L. Fouque, P. Ciuciu, and L. Risser. Multivariate spatial Gaussian mixture modeling for statistical clustering of hemodynamic parameters in functional MRI. In 34th Proc. IEEE ICASSP, Taipei, Taiwan, pages 445-448, Apr. 2009. Keyword(s): brainvisa, IFR49. [bibtex-entry]


  12. L. Risser, J. Idier, and P. Ciuciu. Bilinear extrapolation scheme For Fast Estimation of 3D Ising Field Partition Function. Application to fMRI Time Course Analysis.. In 16th Proc. IEEE ICIP, Cairo, Egypt, pages 833-836, Nov. 2009. Keyword(s): brainvisa, IFR49. [bibtex-entry]


  13. L. Risser, T. Vincent, and P. Ciuciu. Schéma d'extrapolation de fonctions de partition de champs de Potts. Application à l'analyse d'images en IRMf. In Actes du 22$^{\mathrm{e}}$ colloque GRETSI, Dijon, France, Sep. 2009. Keyword(s): brainvisa, IFR49. [bibtex-entry]


  14. T. Vincent, L. Risser, P. Ciuciu, and J. Idier. Spatially unsupervised analysis of within-subject fMRI data using multiple extrapolations of 3D Ising field partition functions. In 2009 IEEE international workshop on Machine Learning for Signal Processing, Grenoble, France, Sep. 2009. Keyword(s): brainvisa, IFR49. [bibtex-entry]


  15. T. Vincent, L. Risser, J. Idier, and P. Ciuciu. Spatially adaptive mixture modelling for analysis of fMRI time series. In Proc. 15th HBM, San Francisco, CA, USA, June 2009. Keyword(s): brainvisa, IFR49. [bibtex-entry]


  16. P. Ciuciu, T. Vincent, A.-L. Fouque, and A. Roche. Improved fMRI group studies based on spatially varying non-parametric BOLD signal modeling. In 5th Proc. IEEE ISBI, Paris, France, pages 1263-1266, May 2008. Keyword(s): brainvisa, IFR49. [bibtex-entry]


  17. T. Vincent, P. Ciuciu, and B. Thirion. Sensitivity analysis of parcellation in the joint detection-estimation of brain activity in fMRI. In 5th Proc. IEEE ISBI, Paris, France, pages 568-571, May 2008. Keyword(s): brainvisa, IFR49. [bibtex-entry]


  18. T. Vincent, P. Ciuciu, and J. Idier. Application and validation of spatial mixture modelling for the joint detection-estimation of brain activity in fMRI. In Proc. of the 29th IEEE EMBS Annual international conference, Lyon , France, pages 5218-5222, Aug. 2007. Keyword(s): brainvisa, IFR49. [bibtex-entry]


  19. T. Vincent, P. Ciuciu, and J. Idier. Spatial mixture modelling for the joint detection-estimation of brain activity in fMRI. In 32th Proc. IEEE ICASSP, volume I, Honolulu, Hawaii, pages 325-328, Apr. 2007. Keyword(s): brainvisa, IFR49. [bibtex-entry]


  20. C. Rabrait, P. Ciuciu, C. Poupon, D. Le Bihan, and F. Lethimonnier. Temporal analysis of the BOLD response using high temporal resolution Echo Volumar Imaging. In Proc. 14th ISMRM, May 2006. Keyword(s): brainvisa, IFR49. [bibtex-entry]


Internal reports

  1. P. Ciuciu and S. Donnet. Bayesian model comparison and selection in neuroimaging from JDE results. Research Rep., LNAO, NeuroSpin/CEA, Gif-sur-Yvette, France, May 2010. Keyword(s): brainvisa, IFR49. [bibtex-entry]



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Last modified: Fri Feb 3 17:52:52 2012

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