WIAS Preprint No. 1562, (2010)
Statistical parametric maps for functional MRI experiments in R: The package fmri
Authors
- Tabelow, Karsten
ORCID: 0000-0003-1274-9951 - Polzehl, Jörg
ORCID: 0000-0001-7471-2658
2010 Mathematics Subject Classification
- 62P10 92C55 62G05 62G10
Keywords
- functional magnetic resonance imaging, structural adaptive smoothing, structural adaptive segmentation, random field theory, multiscale testing
DOI
Abstract
The package fmri is provided for analysis of single run functional Magnetic Resonance Imaging data. It implements structural adaptive smoothing methods with signal detection for adaptive noise reduction which avoids blurring of edges of activation areas. fmri provides fmri analysis from time series modeling to signal detection and publication-ready images.
Appeared in
- J. Statist. Software, 44, issue 11 (2011) pp. 1--21.
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