Generalizable electroencephalographic classification of Parkinson's disease using deep learning

Generalizable electroencephalographic classification of Parkinson's disease using deep learning

Growing interest surrounds the use of electroencephalography (EEG) and deep learning for diagnosing neurological conditions like Parkinson's Disease (PD). Despite the existing proof-of-concept literature demonstrating the potential of deep learning in classifying PD from EEG data, neurologists...

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Bibliographic Details
Main Authors: Richard James Sugden, Phedias Diamandis
Format: Article
Language:English
Published: Elsevier 2023-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Electroencephalography
Deep learning
Parkinson's disease
Classification
Convolutional neural network
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914823001983

Internet

http://www.sciencedirect.com/science/article/pii/S2352914823001983

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