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Preprocessing fMRI Data |
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fmriprep is a package developed by the Poldrack lab to do the minimal preprocessing of fMRI data required. It covers brain extraction, motion correction, field unwarping, and registration. It uses a combination of well-known software packages (e.g., FSL, SPM, ANTS, AFNI) and selects the 'best' implementation of each preprocessing step.
Once installed, fmriprep
can be invoked from the command line. We can even run it inside this notebook! The following command should work after you remove the 'hashtag' #
.
However, running fmriprep takes quite some time (we included the hashtag to prevent you from accidentally running it). You'll most likely want to run it in parallel on a computing cluster.
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