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Functional ROIs outperform structural ROIs. We performed classification with 112 structural ROIs from the Automated Anatomical Labeling (AAL) Atlas and 90 functional ROIs identified by ICA on resting-state data from an independent sample. Classification was performed with both sets of ROIs at 11 different scan lengths. In all comparisons, classification with functional ROIs was substantially more accurate than classification with the AAL Atlas ROIs.
