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Bestseller
BestsellerE-book
Author Sarty, Gordon E., 1960-

Title Computing brain activity maps from fMRI time-series images / Gordon E. Sarty.

Publication Info. New York : Cambridge University Press, 2007.

Item Status

Description 1 online resource (x, 187 pages, 4 unnumbered pages of plates) : illustrations (some color)
Physical Medium polychrome
Description text file
Bibliography Includes bibliographical references and index.
Summary FMRI is a very popular method for researchers and clinicians to image human brain activity in response to given mental tasks. This book presents a comprehensive review of the methods for computing activity maps, while providing an intuitive and mathematical outline of how each method works. The approaches include statistical parametric maps (SPM), hemodynamic response modeling and deconvolution, Bayesian, Fourier and nonparametric methods. The newest activity maps provide information on regional connectivity and include principal and independent component analysis, crisp and fuzzy clustering, structural equation modeling, and dynamic causal modeling. Preprocessing and experimental design issues are discussed with references made to the software available for implementing the various methods. Aimed at graduate students and researchers, it will appeal to anyone with an interest in fMRI and who is looking to expand their perspectives of this technique.
Local Note eBooks on EBSCOhost EBSCO eBook Subscription Academic Collection - North America
Subject Computational neuroscience.
Computational neuroscience.
Brain mapping -- Data processing.
Brain mapping.
Brain mapping -- Mathematics.
Brain mapping -- Mathematics.
Genre/Form Electronic books.
Other Form: Print version: Sarty, Gordon E., 1960- Computing brain activity maps from fMRI time-series images. New York : Cambridge University Press, 2007 0521868262 9780521868266 (DLC) 2007295350 (OCoLC)82673729
ISBN 9780511261473 (electronic book)
0511261470 (electronic book)
0521868262 (cloth)
9780521868266 (cloth)
0511260903 (electronic book)
9780511260902 (electronic book)