Automated Multiclass Classification of Spontaneous EEG Activity in Alzheimer’s Disease and Mild Cognitive Impairment

Automated Multiclass Classification of Spontaneous EEG Activity in Alzheimer’s Disease and Mild Cognitive Impairment

The discrimination of early Alzheimer’s disease (AD) and its prodromal form (i.e., mild cognitive impairment, MCI) from cognitively healthy control (HC) subjects is crucial since the treatment is more effective in the first stages of the dementia. The aim of our study is to evaluate the usefulness o...

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Bibliographic Details
Main Authors: Saúl J. Ruiz-Gómez, Carlos Gómez, Jesús Poza, Gonzalo C. Gutiérrez-Tobal, Miguel A. Tola-Arribas, Mónica Cano, Roberto Hornero
Format: Article
Language:English
Published: MDPI AG 2018-01-01
Series:Entropy
Subjects:
Alzheimer’s disease
mild cognitive impairment
electroencephalography (EEG)
spectral analysis
nonlinear analysis
multiclass classification approach
Online Access:http://www.mdpi.com/1099-4300/20/1/35

Internet

http://www.mdpi.com/1099-4300/20/1/35

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