Table 3 List of preprocessing steps applied to the fMRI images, together with web links to relevant software and, if available, brainlife.io Apps.

1. DICOM conversion

MRtrix 3.0/mrconvert

https://www.mrtrix.org

2. Geometrical distortions corrections

ANTS 2.3.3/antsRegistration

http://stnava.github.io/ANTs/

https://doi.org/10.25663/brainlife.app.160⁹³.

https://doi.org/10.25663/brainlife.app.267⁹²

3. Registration to T1w image

FreeSurfer 7.1.1/bbregister

https://surfer.nmr.mgh.harvard.edu/.

https://doi.org/10.25663/brainlife.app.160⁹³

https://doi.org/10.25663/brainlife.app.267⁹²

4. Slice-time correction

AFNI/3dTshift

https://afni.nimh.nih.gov/

https://doi.org/10.25663/brainlife.app.160⁹³

https://doi.org/10.25663/brainlife.app.267⁹²

5. Motion correction

FSL 5.0.9/mcflirt

https://fsl.fmrib.ox.ac.uk/fsl/fslwiki

https://doi.org/10.25663/brainlife.app.160⁹³

https://doi.org/10.25663/brainlife.app.267⁹²

6. Removal of physiological noise

CompCor

https://doi.org/10.25663/brainlife.app.160⁹³

https://doi.org/10.25663/brainlife.app.267⁹²