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

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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