Handbook of Functional MRI Data Analysis

Handbook of Functional MRI Data Analysis

by Russell A. Poldrack
     
 

ISBN-10: 0521517664

ISBN-13: 9780521517669

Pub. Date: 09/30/2011

Publisher: Cambridge University Press

Functional magnetic resonance imaging (fMRI) has become the most popular method for imaging brain function. Handbook for 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

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Overview

Functional magnetic resonance imaging (fMRI) has become the most popular method for imaging brain function. Handbook for 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.

Product Details

ISBN-13:
9780521517669
Publisher:
Cambridge University Press
Publication date:
09/30/2011
Edition description:
New Edition
Pages:
450
Product dimensions:
7.20(w) x 10.00(h) x 0.80(d)

Related Subjects

Table of Contents

1. Introduction; 2. Image processing; 3. Preprocessing; 4. Normalization; 5. Statistical modeling; 6. Statistical modeling: group analysis; 7. Statistical inference; 8. Connectivity; 9. Visualization; 10. Machine learning; Appendix A. GLM intro/review; Appendix B. Data organization and management; Appendix C. Image formats.

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