“…Further, given covariates of interest, ad hoc analyses may ignore shared information by dividing the dataset into sub-populations of interest and constructing templates for each independently. More principled approaches explicitly account for age and potentially other covariates by building spatiotemporal templates and have been extensively validated on pediatric [34,37,40,55,85,88] and adult [15,28,46,84] neuroimages.…”