In neuroimaging, the difference between chronological age and predicted brain age, also known as delta , has been proposed a pathology marker linked to range of phenotypes. Brain is estimated using regression, which involves frequently observed bias due negative correlation delta. prediction models, this can manifest an overprediction young brains underprediction for elderly ones. We show that ...