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pdfebooks100re - Ebook Computing brain activity maps from fMRI time-series images
یکشنبه 20 شهریور 1390  02:35 ق.ظ
توسط: Johan Kemp

Computing brain activity maps from fMRI time-series images




Author: Gordon E. Sarty
Type: eBook
Date Released: 2006
Format: pdf
Language: English
Page Count: 203
Isbn10 Code: 0521868262
Isbn13 Code: 9780521868266


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. Book Description A review of the methods used for analyzing fMRI data, with mathematical outlines of how each method works, and the software available for developing the data. Aimed at graduate students and research investigators.

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