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Handbook of Functional MRI Data Analysis

Handbook of Functional MRI Data Analysis

作者:Russell A. Poldrack,

分类:文学

ISBN:9780521517669

出版时间:2011-8-22

出版社:Cambridge University Press

标签: fMRI  认知神经科学  脑成像  神经科学  心理学  数据分析  Neuroscience 

内容简介

Functional magnetic resonance imaging (fMRI) has become the most popular method for imaging brain function. Handbook of Functional MRI Data Analysis provides a comprehensive and practical introduction to the methods used for fMRI data analysis. Using minimal jargon, this book explains the concepts behind processing fMRI data, focusing on the techniques that are most commonly used in the field. This book provides background about the methods employed by common data analysis packages including FSL, SPM and AFNI. Some of the newest cutting-edge techniques, including pattern classification analysis, connectivity modeling and resting state network analysis, are also discussed. Readers of this book, whether newcomers to the field or experienced researchers, will obtain a deep and effective knowledge of how to employ fMRI analysis to ask scientific questions and become more sophisticated users of fMRI analysis software.

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