Incremental activation detection in fMRI series using Kalman filtering

2004 2nd IEEE International Symposium on Biomedical Imaging: Macro to Nano

Volumn 1, Issue , 2004, Pages 376-379

  Roche, Alexis ^a,b   Lahaye, Pierre Jean ^a,b   Poline, Jean Baptiste ^a,b  

^a SERVICE HOSPITALIER FRÉDÉRIC JOLIOT   (France)

^b Institut d'Imagerie Neurofonctionnelle (IFR 49)   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ACOUSTIC NOISE; ALGORITHMS; CORRELATION METHODS; DATA ACQUISITION; KALMAN FILTERING; MATHEMATICAL MODELS; MATRIX ALGEBRA; REAL TIME SYSTEMS;

AUTOCORRELATION; DATA SETS; GENERAL LINEAR MODEL (GLM); REGRESSORS;

MAGNETIC RESONANCE IMAGING;

EID: 17144426099     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. R. Cox, A. Jesmanowicz, and J. Hyde, "Real-Time Functional Magnetic Resonance Imaging," Magnetic Resonance in Medicine, vol. 33, pp. 230-236, 1995.
2. D. Gembris, J. Taylor, S. Schor, W. Frings, D. Suter, and S. Posse, "Functional Magnetic Resonance Imaging in Real Time (FIRE): Sliding-Window Correlation Analysis and Reference-Vector Optimization," Magnetic Resonance in Medicine, vol. 43, pp. 259-268, 2000.
3. K. J. Friston, Human Brain Function, chapter 2, pp. 25-42, Academic Press, 1997.
4. N. Ayache, Artificial Vision for Mobile Robots, The MIT Press, Cambridge, MA, 1991.
5. J. Kershaw, B. A. Ardekani, and I. Kanno, "Application of Bayesian inference to fMRI data analysis," IEEE Trans. Medical Imaging, vol. 18, no. 12, pp. 1138-1152, 1999.
6. K. Friston, W. Penny, C. Phillips, S. Kiebel, G. Hinton, and J. Ashburner, "Classical and Bayesian Inference in Neuroimaging: Theory, " Neuroimage, vol. 16, pp. 465-483, 2002.
7. M. Woolrich, B. Ripley, M. Brady, and S. Smith, "Temporal autocorrelation in univariate linear modelling of fMRI data," Neuroimage, vol. 14, no. 6, pp. 1370-1386, 2001.
8. K. Worsley, C. Liao, J. Aston, V. Petre, G. Duncan, F. Morales, and A. Evans, "A general statistical analysis for fMRI data," Neuroimage, vol. 15, no. 1, pp. 1-15, 2002.
9. W. Penny, S. Kiebel, and K. Friston, "Variational Bayesian Inference for fMRI time series," Neuroimage, 2003, In press.
10. K. J. Worsley, A. Evans, S. Marrett, and P. Neelin, "A three-dimensional statistical analysis for CBF activation studies in human brain," J. Cereb. Blood Flow Metab., vol. 12, pp. 900-918, 1992.
11. O. Simon, J.-F. Mangin, L. Cohen, D. L. Bihan, and S. Dehaene, "Topographical layout of hand, eye, calculation, and language-related areas in human parietal lobe," Neuron, vol. 33, pp. 475-487, 2002.