Computing Brain Activity Maps from fMRI Time-Series Images

Name: Computing Brain Activity Maps from fMRI Time-Series Images
Brand: Cambridge University Press
SKU: 9780521868266
Price: 2717 CZK
Availability: InStock

Autor: Gordon E. Sarty

Jazyk:

Vazba: Pevná

Vydavatel: Cambridge University Press

Dostupnost: 50 % šance

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fMRI is a very popular method for researchers and clinicians to image human brain activity in respon...

Informace o knize

Autor

Gordon E. Sarty

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2006

Stránek

198

EAN

9780521868266

ISBN

0521868262

Enbook ID

02048126

Vydavatel

Cambridge University Press

Hmotnost

564

Rozměry

254 x 181 x 14

Kompletní popis

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.

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Computing Brain Activity Maps from fMRI Time-Series Images

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Kompletní popis

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