AINSI: Modèles statistiques pour l’Assimilation d’Informations de Neuroimagerie fonctionnelle et de perfuSIon cérébrale

Publications

References directly produced during AINSI project

Chaari L, Forbes F, Vincent T, Dojat M., Ciuciu P. Variational solution to the Joint Detection Estimation of Brain Activity in fMRI. In: Fichtinger G, Peters T, eds. MICCAI’11. Toronto: Springer-Verlag. 2011. to appear pdf



References relevant to AINSI project

Celeux G, Forbes F and Peyrard N. EM procedures using mean field-like approximations for Markov model-based image segmentation. Pattern Recognition, 36:1, pp. 131-144, 2003

Chaâri L, Pesquet JC, Benazza-Benyahia A and Ciuciu P. A wavelet-based regularized reconstruction algorithm for SENSE parallel MRI with applications to neuroimaging. Medical Image Analysis. 2010, in press. Doi:10.1016/j.media.2010.08.001

Chipon E. IRM fonctionelle quantitative appliquée à la vasoréactivité cérébrale. Thèse de Doctorat de l’Université Joseph Fourier, janvier 2009, Grenoble.

Ciuciu P, Poline JB, Marrelec, Idier J, Pallier C and Benali H. Unsupervised robust nonparametric estimation of the hemodynamic response function for any fMRI experiment.IEEE Trans on Medical Imaging. 2003 Oct;22(10):1235-1251.

Ciuciu P, Vincent T, Risser L, and Donnet S. A joint detection-estimation framework for analysing within-subject fMRI data. J. Société Francaise de Statistiques, 151(1):58-89, 2010.

Forbes F, Doyle S, Garcia-Lorenzo D, Barillot C and Dojat M, Adaptative weighted fusion of multiple MR sequences for brain lesion segmentation, The IEEE International Symposium on Biomedical Imaging (ISBI), Rotterdam (NL), (2010)

Fouque A.L, Ciuciu P, Risser L. Multivariate spatial Gaussian mixture modelling for statistical clustering of hemodynamic parameters in functional MRI. In 34th proc. IEEE ICASSP, p.445-448, Tapei, Taiwan, April 2009.

Makni S, Ciuciu P, Idier J, Poline, J-B. Joint detection-estimation of brain activity in functional MRI: a multichannel deconvolution solution. IEEE Trans. Signal Process. 53 (9), 3488–3502, September 2005.

Makni S, Idier J, Vincent T, Thirion B, Dehaene-Lambertz G, Ciuciu P. A fully Bayesian approach to the parcel-based detection-estimation of brain activity in fMRI.Neuroimage. 2008 Jul 1;41(3):941-69.

Marrelec G, Benali H, Ciuciu P, Pélégrini-Issac M, Poline JB. Robust Bayesian estimation of the hemodynamic response function in event-related BOLD fMRI using basic physiological information.Hum Brain Mapp. 2003 May;19(1):1-17.

Petr J, Ferre JC, Gauvrit JY et al. Improving arterial spin labeling data by temporal filtering, in SPIE Medical Imaging: Image Processing, San Diego, California, 2010.

Petr J, Ferre JC, Gauvrit JY et al. Denoising arterial spin labeling MRI using tissue partial volume, in SPIE Medical Imagin: Image Processing, San Diego, California, 2010.

Risser L, Vincent T, Forbes F, Idier J, and Ciuciu P. 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, vol. 60, no. 1, juillet 2010. doi: 10.1007/s11265-010-0505-6

Risser L, Vincent T, Forbes F, Idier J, and Ciuciu P. How to deal with brain deactivations in the joint detection-estimation framework? Top ranked abstracts at the Human Brain Mapping 2010 conference (HBM 2010), Barcelona, June 6-10.

Scherrer B, Forbes F, Garbay C and Dojat M. A Conditional Random Field approach for coupling local registration with robust tissue and structure segmentation. MICCAI’09 Springer Verlag, London (UK), 2009:540-48.

Scherrer B, Forbes F, Garbay C and Dojat M. Distributed local MRFmodels for tissue and structure brain segmentation, IEEE Transactions on Medical Imaging. 2009;28:1296-1307

Vincent T, Ciuciu P, Thirion B. Sensitivity analysis of parcellation in the joint detectionestimation of brain activity in fMRI. In 5th Proc. IEEE ISBI, Paris, France: 568-571, May 2008.

Vincent T, Risser L, Ciuciu P. Spatially adaptive mixture modeling for analysis of fMRI time series. IEEE Transactions on Medical Imaging. 2010 Apr; 29(4):1059-1074

publications.txt · Last modified: 2011/11/09 15:08 by mdojat