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Table 2:

Resting-state fMRI preprocessing steps

Preprocessing StepsRecommended
Motion correctionYes, for SBC and ICA
STCOptional for TR ≤2 Recommended for TR >2 for SBC and ICA
Elimination of systematic odd-even slice-intensity differencesOptional
DespikingYes, for SBC only
Volume censoring/scrubbingYes, for SBC and ICA
Linear detrendingOptional
Nuisance regression: CSF/white matterYes, for SBC only
Nuisance regression: head motionYes, for SBC and ICA
Nuisance regression: global signalOptional
Temporal filteringYes, bandpass filtering for SBC and ICA
Spatial smoothingYes, with smoothing kernel at twice the voxel size for SBC and ICA