Handbook of functional MRI data analysis
Machine generated contents note: 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. Da...
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| Weitere Verfasser: | , |
| Format: | UnknownFormat |
| Sprache: | eng |
| Veröffentlicht: |
Cambridge, New York, Melbourne, Madrid
Cambridge University Press
2011
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| Schlagworte: |
Brain mapping
> Statistical methods
> Brain
> Imaging
> Magnetic resonance imaging
> Magnetic Resonance Imaging
> Brain Mapping
> Data Interpretation, Statistical
> Image Processing, Computer-Assisted
> methods
> Data interpretation, Statistical
> Image processing, Computer-Assisted
> Gehirn
> Kernspintomografie
> Datenanalyse
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| Online Zugang: | Inhaltstext |
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Tag hinzufügen | Zusammenfassung: | Machine generated contents note: 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. "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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| Beschreibung: | Hier auch später erschienene, unveränderte Nachdrucke Literaturverzeichnis: Seiten 211-223 |
| Beschreibung: | x, 228 Seiten Illustrationen, Diagramme 26 cm |
| ISBN: | 0521517664 0-521-51766-4 9780521517669 978-0-521-51766-9 |