Article

Classifying REM Sleep Behavior Disorder through CNNs with Image-Based Representations of EEGs

2022-04-05

Abstract excerpt

<h4>Objective</h4> Rapid Eye Movement Sleep Behavior Disorder (RBD) is a parasomnia with a high conversion rate to α–synucleinopathies such as Parkinson’s Disease (PD), dementia with Lewy bodies (DLB), and multiple system atrophy (MSA). The objective of this paper is to classify RBD in patients through a convolutional neural network utilizing imagebased representations of electroencephalogram (EEG) channels. <h4>M...

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Literature Corpus work: 382208e4-ca9d-54f1-ac32-42777da588b4
DOI: 10.1101/2022.04.03.22273365

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