EEG-based clinical decision support system for Alzheimer's disorders diagnosis using EMD and deep learning techniques

EEG-based clinical decision support system for Alzheimer's disorders diagnosis using EMD and deep learning techniques

IntroductionDespite the existence of numerous clinical techniques for identifying neurological brain disorders in their early stages, Electroencephalogram (EEG) data shows great promise as a means of detecting Alzheimer's disease (AD) at an early stage. The main goal of this research is to crea...

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Bibliographic Details
Main Authors: Khalil AlSharabi, Yasser Bin Salamah, Majid Aljalal, Akram M. Abdurraqeeb, Fahd A. Alturki
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-08-01
Series:Frontiers in Human Neuroscience
Subjects:
Alzheimer's disease
artificial neural network
convolutional neural network
deep learning
empirical mode decomposition
K-fold
Online Access:https://www.frontiersin.org/articles/10.3389/fnhum.2023.1190203/full

Internet

https://www.frontiersin.org/articles/10.3389/fnhum.2023.1190203/full

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