Brain Visual State Classification of fMRI Data Using Fuzzy Support Vector Machine

Author:

Kavitha S.,Bharathi B.,Pravish S.,Purushothaman S. S.

Publisher

Springer Singapore

Reference19 articles.

1. P. Jezzard, P.M. Matthews, S.M. Smith.: Functional Magnetic Resonance Imaging: An Introduction to Methods, Oxford Medical Publications (2006)

2. T.M. Mitchell, R. Hutchinson, R.S. Niculescu, F. Pereira, X. Wang, M. Just, S. Newman.: Learning to decode cognitive states from brain images, Machine Learning, vol. 57, issue. 1, pp. 145–175. Springer (2004)

3. Francisco Pereira, Tom Mitchell, and Matthew Botvinick.: Machine learning classifiers and fMRI: a tutorial overview, Neuroimage, vol. 45, issue. 1, pp. 199–209 (2009)

4. Lemm S., Blankertz B., Dickhaus T., Muller K.R.: Introduction to machine learning for brain imaging. Neuroimage, vol. 56, issue. 2, pp. 387–399 (2001)

5. Y. Fan, D. Shen, C. Davatzikos.: Detecting cognitive states from fMRI images by machine learning and multivariate classification. In: Conference on Computer Vision and Pattern Recognition Workshop, New York (2006)

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