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: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York :
Cambridge University Press,
2007.
|
| Schlagworte: | |
| Online-Zugang: | 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: | 1 online resource (x, 187 pages, 4 unnumbered pages of plates) :) |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 9780511261473 0511261470 0521868262 9780521868266 0511260903 9780511260902 0511258380 9780511258381 1280749458 9781280749452 9786610749454 6610749450 0511259700 9780511259708 0511319835 9780511319839 0511541708 9780511541704 0511260350 9780511260353 |
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| publisher | Cambridge University Press, |
| record_format | marc |
| spelling | Sarty, Gordon E., 1960- https://id.oclc.org/worldcat/entity/E39PCjw9JFJXFppqRVyXKxVgrq http://id.loc.gov/authorities/names/nb2006023983 Computing brain activity maps from fMRI time-series images / Gordon E. Sarty. New York : Cambridge University Press, 2007. 1 online resource (x, 187 pages, 4 unnumbered pages of plates) :) text txt rdacontent computer c rdamedia online resource cr rdacarrier Includes bibliographical references and index. Print version record. 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. Cover; Half-title; Title; Copyright; Dedication; Contents; Preface; 1 Introduction; 2 Image preprocessing; 3 Experimental designs; 4 Univariate approaches: activation maps; 5 Multivariate approaches: connectivity maps; 6 Conclusion; References; Index English. Computational neuroscience. http://id.loc.gov/authorities/subjects/sh97006370 Brain mapping Data processing. Brain mapping Mathematics. Neurosciences informatiques. Cartographie cérébrale Informatique. Cartographie cérébrale Mathématiques. MEDICAL Neuroscience. bisacsh PSYCHOLOGY Neuropsychology. bisacsh Brain mapping Mathematics fast Computational neuroscience fast has work: Computing brain activity maps from fMRI time-series images (Text) https://id.oclc.org/worldcat/entity/E39PCGbQqC8r7PMCPb7VxWFHqP https://id.oclc.org/worldcat/ontology/hasWork Print version: Sarty, Gordon E., 1960- Computing brain activity maps from fMRI time-series images. New York : Cambridge University Press, 2007 0521868262 9780521868266 (DLC) 2007295350 (OCoLC)82673729 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=179844 Volltext CBO01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=179844 Volltext |
| spellingShingle | Sarty, Gordon E., 1960- Computing brain activity maps from fMRI time-series images / Cover; Half-title; Title; Copyright; Dedication; Contents; Preface; 1 Introduction; 2 Image preprocessing; 3 Experimental designs; 4 Univariate approaches: activation maps; 5 Multivariate approaches: connectivity maps; 6 Conclusion; References; Index Computational neuroscience. http://id.loc.gov/authorities/subjects/sh97006370 Brain mapping Data processing. Brain mapping Mathematics. Neurosciences informatiques. Cartographie cérébrale Informatique. Cartographie cérébrale Mathématiques. MEDICAL Neuroscience. bisacsh PSYCHOLOGY Neuropsychology. bisacsh Brain mapping Mathematics fast Computational neuroscience fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh97006370 |
| 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 | Computational neuroscience. http://id.loc.gov/authorities/subjects/sh97006370 Brain mapping Data processing. Brain mapping Mathematics. Neurosciences informatiques. Cartographie cérébrale Informatique. Cartographie cérébrale Mathématiques. MEDICAL Neuroscience. bisacsh PSYCHOLOGY Neuropsychology. bisacsh Brain mapping Mathematics fast Computational neuroscience fast |
| topic_facet | Computational neuroscience. Brain mapping Data processing. Brain mapping Mathematics. Neurosciences informatiques. Cartographie cérébrale Informatique. Cartographie cérébrale Mathématiques. MEDICAL Neuroscience. PSYCHOLOGY Neuropsychology. Brain mapping Mathematics Computational neuroscience |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=179844 |
| work_keys_str_mv | AT sartygordone computingbrainactivitymapsfromfmritimeseriesimages |