Very large fMRI study using the IMAGEN database: Sensitivity-specificity and population effect modeling in relation to the underlying anatomy

► The behavior of classical fMRI statistical analysis for very large databases ► Thresholded activation maps get less relevant as the number of subjects grows ► Including anatomical information, through simple tissue types, improves accuracy. ► BOLD signal is better estimated using 3 tissue-dependent variance components