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Handbook of functional MRI data anal...

Poldrack, Russell A.

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Handbook of functional MRI data analysis /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Handbook of functional MRI data analysis // Russell A. Poldrack, Jeanette A. Mumford, Thomas E. Nichols.
Author:	Poldrack, Russell A.
other author:	Mumford, Jeanette A.,
Published:	New York :Cambridge University Press, : 2011.,
Description:	x, 228 p. :ill. (chiefly col.) ;26 cm.
Subject:	Magnetic Resonance Imaging. -
ISBN:	9780521517669 (hbk.) :

Handbook of functional MRI data analysis /
Poldrack, Russell A.

Handbook of functional MRI data analysis /Russell A. Poldrack, Jeanette A. Mumford, Thomas E. Nichols. - New York :Cambridge University Press,2011. - x, 228 p. :ill. (chiefly col.) ;26 cm.

Includes bibliographical references and index.

Introduction --

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--Provided by publisher.

ISBN: 9780521517669 (hbk.) :US80.00

LCCN: 2011010349Subjects--Topical Terms:

861461
Magnetic Resonance Imaging.

LC Class. No.: RC386.6.B7 / P65 2011

Dewey Class. No.: 616.8/047548

Handbook of functional MRI data analysis /
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245 1 0 $a Handbook of functional MRI data analysis / $c Russell A. Poldrack, Jeanette A. Mumford, Thomas E. Nichols.
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504 $a Includes bibliographical references and index.
505 $t Introduction -- $t Image processing -- $t Preprocessing -- $t Normalization -- $t Statistical modeling -- $t Statistical modeling : group analysis -- $t Statistical inference -- $t Connectivity -- $t Visualization -- $t Machine learning.
520 # $a 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--Provided by publisher.
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650 2 2 $a Brain Mapping. $3 976184
650 2 2 $a Data Interpretation, Statistical. $3 646414
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700 1 # $a Mumford, Jeanette A., $d 1975-. $3 1642876
700 1 # $a Nichols, Thomas E. $3 1642877