Sample Images from ADCP dataset. (a) MRI images on control subjects from the ADCP dataset for different sites in the age group 70-80. (b) Images obtained from Site 3 for three extreme age groups. The gantt chart on top of the image indicates the respective age range in the other sites.

Sample Images from ADCP dataset. (a) MRI images on control subjects from the ADCP dataset for different sites in the age group 70-80. (b) Images obtained from Site 3 for three extreme age groups. The gantt chart on top of the image indicates the respective age range in the other sites.

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Pooling multiple neuroimaging datasets across institutions often enables improvements in statistical power when evaluating associations (e.g., between risk factors and disease outcomes) that may otherwise be too weak to detect. When there is only a {\em single} source of variability (e.g., different scanners), domain adaptation and matching the dis...