Computing Brain Activity Maps from fMRI Time-Series Images 通過功能性核磁共振時序造影計算大腦活動圖譜 pdf epub mobi txt 電子書下載2025

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出版者:Cambridge University Press

作者:Gordon E. Sarty

出品人:

頁數:187

译者:

出版時間:2006-11-20

價格:USD 112.99

裝幀:Hardcover

isbn號碼:9780521868266

叢書系列:

圖書標籤:

fMRI
認知神經科學
腦成像
心理學
計算機科學
統計模型
數據處理
psychology

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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.