Handbook of functional MRI data analysis:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York
Cambridge University Press
2011
|
| Schlagworte: | |
| Online-Zugang: | TUM01 Volltext |
| Beschreibung: | Includes bibliographical references and index 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 |
| Beschreibung: | 1 Online-Ressource (x, 228 p.) |
| ISBN: | 0521517664 1139127276 9780521517669 9781139127271 |
Internformat
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| 500 | |a Includes bibliographical references and index | ||
| 500 | |a 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 | ||
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Datensatz im Suchindex
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| author | Poldrack, Russell A. |
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| discipline | Informatik Medizintechnik Mathematik Medizin |
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| id | DE-604.BV040473522 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T00:24:36Z |
| institution | BVB |
| isbn | 0521517664 1139127276 9780521517669 9781139127271 |
| language | English |
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| publisher | Cambridge University Press |
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| spelling | Poldrack, Russell A. Verfasser aut Handbook of functional MRI data analysis Russell A. Poldrack, Jeanette A. Mumford, Thomas E. Nichols New York Cambridge University Press 2011 1 Online-Ressource (x, 228 p.) txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references and index 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 Medizin Brain mapping / Statistical methods Brain / Imaging / Statistical methods Magnetic resonance imaging Magnetic Resonance Imaging Brain Mapping Data Interpretation, Statistical Image Processing, Computer-Assisted / methods HEALTH & FITNESS / Diseases / Nervous System (incl. Brain) / bisacsh MEDICAL / Neurology / bisacsh Gehirn (DE-588)4019752-9 gnd rswk-swf Datenanalyse (DE-588)4123037-1 gnd rswk-swf Kernspintomografie (DE-588)4120806-7 gnd rswk-swf Gehirn (DE-588)4019752-9 s Kernspintomografie (DE-588)4120806-7 s Datenanalyse (DE-588)4123037-1 s DE-604 Mumford, Jeanette A. 1975- Sonstige (DE-588)1017092192 oth Nichols, Thomas E. Sonstige oth http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=399310 Verlag Volltext |
| spellingShingle | Poldrack, Russell A. Handbook of functional MRI data analysis Medizin Brain mapping / Statistical methods Brain / Imaging / Statistical methods Magnetic resonance imaging Magnetic Resonance Imaging Brain Mapping Data Interpretation, Statistical Image Processing, Computer-Assisted / methods HEALTH & FITNESS / Diseases / Nervous System (incl. Brain) / bisacsh MEDICAL / Neurology / bisacsh Gehirn (DE-588)4019752-9 gnd Datenanalyse (DE-588)4123037-1 gnd Kernspintomografie (DE-588)4120806-7 gnd |
| subject_GND | (DE-588)4019752-9 (DE-588)4123037-1 (DE-588)4120806-7 |
| title | Handbook of functional MRI data analysis |
| title_auth | Handbook of functional MRI data analysis |
| title_exact_search | Handbook of functional MRI data analysis |
| title_full | Handbook of functional MRI data analysis Russell A. Poldrack, Jeanette A. Mumford, Thomas E. Nichols |
| title_fullStr | Handbook of functional MRI data analysis Russell A. Poldrack, Jeanette A. Mumford, Thomas E. Nichols |
| title_full_unstemmed | Handbook of functional MRI data analysis Russell A. Poldrack, Jeanette A. Mumford, Thomas E. Nichols |
| title_short | Handbook of functional MRI data analysis |
| title_sort | handbook of functional mri data analysis |
| topic | Medizin Brain mapping / Statistical methods Brain / Imaging / Statistical methods Magnetic resonance imaging Magnetic Resonance Imaging Brain Mapping Data Interpretation, Statistical Image Processing, Computer-Assisted / methods HEALTH & FITNESS / Diseases / Nervous System (incl. Brain) / bisacsh MEDICAL / Neurology / bisacsh Gehirn (DE-588)4019752-9 gnd Datenanalyse (DE-588)4123037-1 gnd Kernspintomografie (DE-588)4120806-7 gnd |
| topic_facet | Medizin Brain mapping / Statistical methods Brain / Imaging / Statistical methods Magnetic resonance imaging Magnetic Resonance Imaging Brain Mapping Data Interpretation, Statistical Image Processing, Computer-Assisted / methods HEALTH & FITNESS / Diseases / Nervous System (incl. Brain) / bisacsh MEDICAL / Neurology / bisacsh Gehirn Datenanalyse Kernspintomografie |
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