TY  - BOOK
AU  - Sarty,Gordon E.
TI  - Computing brain activity maps from fMRI time-series images
SN  - 9780511541704 (ebook)
AV  - QP357.5 .S276 2007
U1  - 612.820151 22
PY  - 2007///
CY  - Cambridge
PB  - Cambridge University Press
KW  - Computational neuroscience
KW  - Brain mapping
KW  - Data processing
KW  - Mathematics
N1  - Title from publisher's bibliographic system (viewed on 05 Oct 2015)
N2  - 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
UR  - https://doi.org/10.1017/CBO9780511541704
ER  -