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 distinguishin...

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Detalhes bibliográficos

Principais autores:	Qing Li, Xia Wu, Lele Xu, Kewei Chen, Li Yao, Alzheimer's Disease Neuroimaging Initiative
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Frontiers Media S.A. 2018-01-01
coleção:	Frontiers in Computational Neuroscience
Assuntos:	Alzheimer's disease (AD) mild cognitive impairment (MCI) multimodal imaging multiple kernel dictionary learning
Acesso em linha:	http://journal.frontiersin.org/article/10.3389/fncom.2017.00117/full
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