Classification of Alzheimer's Disease, Mild Cognitive Impairment, and Cognitively Unimpaired Individuals Using Multi-feature Kernel Discriminant Dictionary Learning

Classification of Alzheimer's Disease, Mild Cognitive Impairment, and Cognitively Unimpaired Individuals Using Multi-feature Kernel Discriminant Dictionary Learning

Accurate classification of either patients with Alzheimer's disease (AD) or patients with mild cognitive impairment (MCI), the prodromal stage of AD, from cognitively unimpaired (CU) individuals is important for clinical diagnosis and adequate intervention. The current study focused on distingu...

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Bibliographic Details
Main Authors: Qing Li, Xia Wu, Lele Xu, Kewei Chen, Li Yao, Alzheimer's Disease Neuroimaging Initiative
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-01-01
Series:Frontiers in Computational Neuroscience
Subjects:
Alzheimer's disease (AD)
mild cognitive impairment (MCI)
multimodal imaging
multiple kernel dictionary learning
Online Access:http://journal.frontiersin.org/article/10.3389/fncom.2017.00117/full

Internet

http://journal.frontiersin.org/article/10.3389/fncom.2017.00117/full

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