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Publications about 'MCMC'

Thesis

  1. P. Ciuciu. Dynamique cérébrale en neuro-imagerie fonctionnelle. Habilitation thesis, Orsay, France, 2008. Keyword(s): fMRI, EM, MCMC, HRF, wavelets, multifractal, mixture models. [bibtex-entry]


  2. S. Makni. Détection-estimation conjointe de l'activité cérébrale en IRMf. PhD thesis, Université de Paris--Sud, Orsay , France, Nov. 2006. Keyword(s): intra-subject analysis, fMRI, Bayesian inference, MCMC. [bibtex-entry]


Conference articles

  1. S. Badillo, T. Vincent, and P. Ciuciu. Spatially adaptive subject level analyses improve random effects fMRI group studies. In IEEE ISABEL Symposium, Roma, Italia, Nov. 2010. Keyword(s): JDE, HRF, Bayesian, MCMC, parallel MRI, reconstruction, sparsity, RFX, group studies. [bibtex-entry]


  2. T. Vincent, A. Tucholka, and P. Ciuciu. Surface-based joint detection-estimation of brain activity in functional MRI. In D. Le Bihan, editor, 16th Proc. HBM, Barcelona, Espania, June 2010. Elsevier. Keyword(s): JDE, HRF, Bayesian, MCMC, cortical surface. [bibtex-entry]


  3. S. Makni, P. Ciuciu, J. Idier, and J.-B. Poline. Anatomically informed joint detection-estimation of brain activity. In Proc. 12th HBM CD-Rom, Florence, Italy, June 11-15 2006. Keyword(s): intra-subject analysis, fMRI, Bayesian inference, MCMC. [bibtex-entry]


  4. S. Makni, P. Ciuciu, J. Idier, and J.-B. Poline. Bayesian joint detection-estimation of brain activity using MCMC with a Gamma-Gaussian mixture prior model. In Proc. 31th Proc. IEEE ICASSP, volume V, Toulouse, France, pages 1093-1096, May 2006. Keyword(s): intra-subject analysis, fMRI, Bayesian inference, MCMC. [bibtex-entry]


  5. P. Ciuciu, Ch. Pallier, B. Thirion, S. Mériaux, G. Dehaene-Lambertz, and S. Dehaene. Hemodynamic response estimation in auditory sentence repetition. In Proc. 11th HBM, Toronto, Canada, June 2005. Keyword(s): fMRI, functional brain imaging, Bayesian approach, Hemodynamic Response Function, event-related experiment, Gibbs sampling, MCMC. [bibtex-entry]


  6. S. Makni, C. Grova, P. Ciuciu, and J.-B. Poline. An interpolation method for fMRI data extraction on the cortical surface. In Proc. 11th HBM, Toronto, Canada, June 2005. Keyword(s): fMRI, functional brain imaging, Bayesian approach, Hemodynamic Response Function, event-related experiment, Gibbs sampling, MCMC. [bibtex-entry]


Internal reports

  1. P. Ciuciu, Sophie Donnet, Marion Soumoy, and T. Vincent. Bayesian model comparison and selection in fMRI. Research Rep., NeuroSpin/CEA-I2BM, Gif-sur-Yvette, France, July 2008. Keyword(s): fMRI, model selection, MCMC, Bayes factor. [bibtex-entry]



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