Predictive markers for AD in a multi-modality framework: An analysis of MCI progression in the ADNI population

► Unified multi-modality classification system adapts Multi-Kernel Learning (MKL). ► Multi-Modal Disease Marker (MMDM) using imaging and non-imaging data. ► Application to ADNI AD, control and MCI subjects. ► Experimental validation of MMDM's predictive value in MCI to AD progression.