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The Resource Handbook of functional MRI data analysis, Russell A. Poldrack, Jeanette A. Mumford, Thomas E. Nichols

Handbook of functional MRI data analysis, Russell A. Poldrack, Jeanette A. Mumford, Thomas E. Nichols

Label
Handbook of functional MRI data analysis
Title
Handbook of functional MRI data analysis
Statement of responsibility
Russell A. Poldrack, Jeanette A. Mumford, Thomas E. Nichols
Creator
Contributor
Subject
Language
eng
Summary
"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
Cataloging source
DNLM/DLC
http://library.link/vocab/creatorName
Poldrack, Russell A.
Illustrations
illustrations
Index
index present
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorDate
1975-
http://library.link/vocab/relatedWorkOrContributorName
  • Mumford, Jeanette A.
  • Nichols, Thomas E.
http://library.link/vocab/subjectName
  • Brain mapping
  • Brain
  • Magnetic Resonance Imaging
  • Data Interpretation, Statistical
  • Image Processing, Computer-Assisted
Label
Handbook of functional MRI data analysis, Russell A. Poldrack, Jeanette A. Mumford, Thomas E. Nichols
Instantiates
Publication
Bibliography note
Includes bibliographical references (p. 211-223) and index
Contents
1. Introduction; 2. Image processing; 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
Control code
ocn707710834
Dimensions
26 cm.
Extent
x, 228 p.
Isbn
9780521517669
Lccn
2011010349
Other physical details
ill. (chiefly col.)
Label
Handbook of functional MRI data analysis, Russell A. Poldrack, Jeanette A. Mumford, Thomas E. Nichols
Publication
Bibliography note
Includes bibliographical references (p. 211-223) and index
Contents
1. Introduction; 2. Image processing; 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
Control code
ocn707710834
Dimensions
26 cm.
Extent
x, 228 p.
Isbn
9780521517669
Lccn
2011010349
Other physical details
ill. (chiefly col.)

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      53.418074 -2.967913
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