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Computing Brain Activity Maps from FMRI Time-Series Images
Gordon E. Sarty
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Description for Computing Brain Activity Maps from FMRI Time-Series Images
Hardcover. A review of methods for analyzing fMRI data, with mathematical outlines of how each works. Num Pages: 198 pages, 29 b/w illus. 8 colour illus. BIC Classification: PSAN. Category: (P) Professional & Vocational. Dimension: 247 x 174 x 15. Weight in Grams: 570.
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 ... Read more
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 ... Read more
Product Details
Publisher
Cambridge University Press United Kingdom
Number of pages
198
Format
Hardback
Publication date
2006
Condition
New
Number of Pages
198
Place of Publication
Cambridge, United Kingdom
ISBN
9780521868266
SKU
V9780521868266
Shipping Time
Usually ships in 4 to 8 working days
Ref
99-1
About Gordon E. Sarty
Gordon E. Sarty is Associate Professor in the Department of Psychology at the University of Saskatchewan.
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