Handbook of Functional MRI Data Analysis
eBook - PDF

Handbook of Functional MRI Data Analysis

  1. English
  2. PDF
  3. Available on iOS & Android
eBook - PDF

Handbook of Functional MRI Data Analysis

About this book

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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Yes, you can access Handbook of Functional MRI Data Analysis by Russell A. Poldrack,Jeanette A. Mumford,Thomas E. Nichols in PDF and/or ePUB format, as well as other popular books in Medicine & Biostatistics. We have over one million books available in our catalogue for you to explore.

Information

Table of contents

  1. Cover
  2. Title
  3. Copyright
  4. Contents
  5. Preface
  6. 1 Introduction
  7. 2 Image processing basics
  8. 3 Preprocessing fMRI data
  9. 4 Spatial normalization
  10. 5 Statistical modeling: Single subject analysis
  11. 6 Statistical modeling: Group analysis
  12. 7 Statistical inference on images
  13. 8 Modeling brain connectivity
  14. 9 Multivoxel pattern analysis and machine learning
  15. 10 Visualizing, localizing, and reporting fMRI data
  16. A Review of the General Linear Model
  17. B Data organization and management
  18. C Image formats
  19. Bibliography
  20. Index