| Article ID | Journal | Published Year | Pages | File Type |
|---|---|---|---|---|
| 6032074 | NeuroImage | 2012 | 11 Pages |
Abstract
⺠Sparse representation-based classification (SRC) is used for AD classification. ⺠Propose a patch-based subspace ensemble method for more accurate classification. ⺠Patches are randomly sampled to capture locality for design of weak classifier. ⺠A high accuracy of 90.8% and AUC of 94.86% are obtained for AD classification.
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Authors
Manhua Liu, Daoqiang Zhang, Dinggang Shen, The Alzheimer's Disease Neuroimaging Initiative The Alzheimer's Disease Neuroimaging Initiative,