MAPT and Alzheimer disease: However, further increasing model complexity by adding other clinical and vascular risk factors did not improve predictive performance despite their known association with AD dementia.37,38 Potentially, tau PET information could improve predictive performance because of the association with AD-associated symptom severity,39 but we could not incorporate this because of a lack of data.