Incorporating spatial priors into an information theoretic approach for fMRI data analysis

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 1935, Issue , 2000, Pages 62-71

  Kim, Junmo ^a   Fisher, John W ^a,b   Tsai, Andy ^a   Wible, Cindy ^c   Willsky, Alan S ^a   Wells, William M ^b,c  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^b MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^c BRIGHAM AND WOMEN S HOSPITAL   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVATION ANALYSIS; CHEMICAL ACTIVATION; GRAPHIC METHODS; ISING MODEL; MEDICAL COMPUTING; MEDICAL IMAGING; POLYNOMIAL APPROXIMATION;

FMRI DATA ANALYSIS; GENERAL LINEAR MODELING; HYPOTHESIS TESTING; HYPOTHESIS TESTS; INFORMATION-THEORETIC APPROACH; MUTUAL INFORMATIONS; NONPARAMETRIC APPROACHES; NOVEL INFORMATION;

INFORMATION THEORY;

EID: 84945543175     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-40899-4_7     Document Type: Conference Paper

References (6)

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3. K. J. Friston, P. Jezzard, and R. Turner. The analysis of functional mri time-series. Human Brain Mapping, 1:153–171, 1994.
4. D. M. Greig, B. T. Porteous, and A. H. Seheult. Exact maximum a posteriori estimation for binary images. Journal of the Royal Statistical Society. Series B(Methodological), 51(2):271–279, 1989.
5. E. Parzen. On estimation of a probability density function and mode. Ann. of Math Stats., 33:1065–1076, 1962.
6. A. Tsai, J. Fisher III, C. Wible, W. I. Wells, J. Kim, and A. Willsky. Analysis of fmri data using mutual information. In C. Taylor and A. Colchester, editors, Second International Conference on Medical Image Computing and Computer-Assisted Intervention, volume 1679 of Lecture Notes in Computer Science, pages 473–480. Springer, Sep 1999.