fMRIscrub

Scrubbing and Other Data Cleaning Routines for fMRI

CRAN Package

Data-driven fMRI denoising with projection scrubbing (Pham et al (2022) ). Also includes routines for DVARS (Derivatives VARianceS) (Afyouni and Nichols (2018) ), motion scrubbing (Power et al (2012) ), aCompCor (anatomical Components Correction) (Muschelli et al (2014) ), detrending, and nuisance regression. Projection scrubbing is also applicable to other outlier detection tasks involving high-dimensional data.

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  • Depends1 package
  • Imports10 packages
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