Learning semi-supervised enrichment of longitudinal imaging-genetic data for improved prediction of cognitive decline.

The proposed method shows improved prediction performance when applied to data derived from Alzheimer's Disease Neruoimaging Initiative cohort. In addition, our approach can be easily interpreted to allow for the identification and validation of biomarkers associated with cognitive decline.