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Publications of G. Marrelec

Articles in journal or book chapters

  1. G. Marrelec, P. Ciuciu, M. Pélégrini-Issac, and H. Benali. Estimation of the Hemodynamic Response Function in Event-Related Functional MRI: Bayesian networks as a framework for efficient Bayesian modeling and inference. IEEE Trans. Med. Imag., 23(8):959-967, Aug. 2004. Keyword(s): fMRI, HRF estimation, graph theory, Bayesian networks. [bibtex-entry]


  2. P. Ciuciu, J.-B. Poline, G. Marrelec, J. Idier, Ch. Pallier, and H. Benali. Unsupervised robust non-parametric estimation of the hemodynamic response function for any fMRI experiment. IEEE Trans. Med. Imag., 22(10):1235-1251, Oct. 2003. Keyword(s): fMRI, functional brain imaging, Bayesian approach, Hemodynamic Response Function, event-related experiment, drift estimation, Maximum A Posteriori, multitask, multisession, Expectation Maximization, Expectation Conditional Maximization, UNAF, U494 / U678. [bibtex-entry]


  3. G. Marrelec, H. Benali, P. Ciuciu, M. Pélégrini-Issac, and J.-B. Poline. Robust Bayesian estimation of the hemodynamic response function in event-related BOLD MRI using basic physiological information. Hum. Brain Mapp., 19(1):1-17, May 2003. Keyword(s): fMRI, functional brain imaging, Bayesian approach, Hemodynamic Response Function, event-related experiment. [bibtex-entry]


Conference articles

  1. P. Ciuciu, J. Idier, G. Flandin, G. Marrelec, and J.-B. Poline. On the spatial variability of the BOLD HRF and some regularization strategies. In Proc. 9th HBMCD-RomNeuroimagevol 19 (2), New York,, June19--22 2003. [bibtex-entry]


  2. G. Marrelec, P. Ciuciu, M. Pélégrini-Issac, and H. Benali. Estimation of the Hemodynamic Response Function in Event-Related Functional MRI: Directed Acyclic Graphs for a General Bayesian Inference Framework. In Chris Taylor and J. Alison Noble, editors, Proc. 18th IPMI, LNCS-2732, Ambleside, United Kingdom, pages 635-646, 2003. Springer Verlag. Keyword(s): fMRI, functional brain imaging, graph theory, Bayesian approach, Hemodynamic Response Function, event-related experiment, Gibbs sampling. [bibtex-entry]


  3. P. Ciuciu, G. Marrelec, J. Idier, J.-B. Poline, and H. Benali. A general tool to estimate the hemodynamic response function in fMRI data. In Proc. 8th HBM, Sendai, Japan, June 2002. [bibtex-entry]


  4. P. Ciuciu, G. Marrelec, J.-B. Poline, J. Idier, and H. Benali. Robust estimation of the hemodynamic response function in asynchronous multitasks multisessions event-related fMRI paradigms. In Proc. 1st Proc. IEEE ISBI, Washington, DC, pages 847-850, July 2002. [bibtex-entry]


  5. G. Marrelec, H. Benali, P. Ciuciu, and J.-B. Poline. Bayesian estimation of the hemodynamic response function in Functional MRI. In Robert Fry, editor, Bayesian Inference and Maximum Entropy Methods, Baltimore, MD, Aug. 2001. MaxEnt Workshops. [bibtex-entry]



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