Electroencephalogram-Driven Machine-Learning Scenario for Assessing Impulse Control Disorder Comorbidity in Parkinson’s Disease Using a Low-Cost, Custom LEGO-Like Headset

Electroencephalogram-Driven Machine-Learning Scenario for Assessing Impulse Control Disorder Comorbidity in Parkinson’s Disease Using a Low-Cost, Custom LEGO-Like Headset

Patients with Parkinson’s disease (PD) may develop cognitive symptoms of impulse control disorders (ICDs) when chronically treated with dopamine agonist (DA) therapy for motor deficits. Motor and cognitive comorbidities critically increase the disability and mortality of the affected pati...

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Bibliographic Details
Main Authors: Wei-Che Lin, Wei-Jen Chen, Yueh-Sheng Chen, Hsing-Yi Liang, Cheng-Hsien Lu, Yuan-Pin Lin
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Computer-aided diagnosis
electroencephalogram
impulse control disorder
low-cost headset
machine learning
Parkinson’s disease
Online Access:https://ieeexplore.ieee.org/document/10280023/

Internet

https://ieeexplore.ieee.org/document/10280023/

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