Computing brain activity maps from fMRI time-series images:
fMRI is a very popular method for researchers and clinicians to image human brain activity in response to given mental tasks. This book presents a comprehensive review of the methods for computing activity maps, while providing an intuitive and mathematical outline of how each method works. The appr...
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge
Cambridge University Press
2007
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| Schlagworte: | |
| Online-Zugang: | BSB01 FHN01 Volltext |
| Zusammenfassung: | fMRI is a very popular method for researchers and clinicians to image human brain activity in response to given mental tasks. This book presents a comprehensive review of the methods for computing activity maps, while providing an intuitive and mathematical outline of how each method works. The approaches include statistical parametric maps (SPM), hemodynamic response modeling and deconvolution, Bayesian, Fourier and nonparametric methods. The newest activity maps provide information on regional connectivity and include principal and independent component analysis, crisp and fuzzy clustering, structural equation modeling, and dynamic causal modeling. Preprocessing and experimental design issues are discussed with references made to the software available for implementing the various methods. Aimed at graduate students and researchers, it will appeal to anyone with an interest in fMRI and who is looking to expand their perspectives of this technique |
| Beschreibung: | Title from publisher's bibliographic system (viewed on 05 Oct 2015) |
| Beschreibung: | 1 online resource (x, 187 pages |
| ISBN: | 9780511541704 |
| DOI: | 10.1017/CBO9780511541704 |
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| id | DE-604.BV043944176 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:39:21Z |
| institution | BVB |
| isbn | 9780511541704 |
| language | English |
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| physical | 1 online resource (x, 187 pages |
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| spelling | Sarty, Gordon E. Verfasser aut Computing brain activity maps from fMRI time-series images Gordon E. Sarty Cambridge Cambridge University Press 2007 1 online resource (x, 187 pages txt rdacontent c rdamedia cr rdacarrier Title from publisher's bibliographic system (viewed on 05 Oct 2015) fMRI is a very popular method for researchers and clinicians to image human brain activity in response to given mental tasks. This book presents a comprehensive review of the methods for computing activity maps, while providing an intuitive and mathematical outline of how each method works. The approaches include statistical parametric maps (SPM), hemodynamic response modeling and deconvolution, Bayesian, Fourier and nonparametric methods. The newest activity maps provide information on regional connectivity and include principal and independent component analysis, crisp and fuzzy clustering, structural equation modeling, and dynamic causal modeling. Preprocessing and experimental design issues are discussed with references made to the software available for implementing the various methods. Aimed at graduate students and researchers, it will appeal to anyone with an interest in fMRI and who is looking to expand their perspectives of this technique Datenverarbeitung Mathematik Computational neuroscience Brain mapping / Data processing Brain mapping / Mathematics Erscheint auch als Druckausgabe 978-0-521-86826-6 https://doi.org/10.1017/CBO9780511541704 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Sarty, Gordon E. Computing brain activity maps from fMRI time-series images Datenverarbeitung Mathematik Computational neuroscience Brain mapping / Data processing Brain mapping / Mathematics |
| title | Computing brain activity maps from fMRI time-series images |
| title_auth | Computing brain activity maps from fMRI time-series images |
| title_exact_search | Computing brain activity maps from fMRI time-series images |
| title_full | Computing brain activity maps from fMRI time-series images Gordon E. Sarty |
| title_fullStr | Computing brain activity maps from fMRI time-series images Gordon E. Sarty |
| title_full_unstemmed | Computing brain activity maps from fMRI time-series images Gordon E. Sarty |
| title_short | Computing brain activity maps from fMRI time-series images |
| title_sort | computing brain activity maps from fmri time series images |
| topic | Datenverarbeitung Mathematik Computational neuroscience Brain mapping / Data processing Brain mapping / Mathematics |
| topic_facet | Datenverarbeitung Mathematik Computational neuroscience Brain mapping / Data processing Brain mapping / Mathematics |
| url | https://doi.org/10.1017/CBO9780511541704 |
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