عنوان

Handbook of functional MRI data analysis /

(Number (ISBN

0521517664 (hardback)

(Number (ISBN

9780521517669 (hardback)

Number

b510581

Title Proper

Handbook of functional MRI data analysis /

General Material Designation

[Book]

First Statement of Responsibility

Russell A. Poldrack, Jeanette A. Mumford, Thomas E. Nichols

Place of Publication, Distribution, etc.

New York :

Name of Publisher, Distributor, etc.

Cambridge University Press,

Date of Publication, Distribution, etc.

2011

Specific Material Designation and Extent of Item

x, 228 p. :

Other Physical Details

ill. (chiefly col.) ;

Dimensions

26 cm

Text of Note

Includes bibliographical references and index

Text of Note

1. Introduction; 2. Image processing basics; 3. Preprocessing fMRI data; 4. Spatial normalization; 5. Statistical modeling: single subject analysis; 6. Statistical modeling: group analysis; 7. Statistical inference on images; 8. Modeling brain connectivity; 9. Multivoxel pattern analysis and machine learning; 10. Visualizing, localizing, and reporting fMRI data; Appendix A. Review of the general linear model; Appendix B. Data organization and management; Appendix C. Image formats

0

Text of Note

"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

Parallel Title

Functional MRI data analysis

Brain-- Imaging-- Statistical methods

Brain mapping-- Statistical methods

Magnetic resonance imaging

Brain Mapping

Data Interpretation, Statistical

Image Processing, Computer-Assisted-- methods

Magnetic Resonance Imaging

Number

Edition

Class number

Book number

Class number

Class number

Poldrack, Russell A

Mumford, Jeanette A.,1975-

Nichols, Thomas E

Date of Transaction

20120104113520.0

Electronic name

[Book]

Y