Ensemble sparse classification of Alzheimer's disease

► Sparse representation-based classification (SRC) is used for AD classification. ► Propose a patch-based subspace ensemble method for more accurate classification. ► Patches are randomly sampled to capture locality for design of weak classifier. ► A high accuracy of 90.8% and AUC of 94.86% are obtained for AD classification.