Deep Learning With EEG Spectrograms in Rapid Eye Movement Behavior Disorder

REM Behavior Disorder (RBD) is now recognized as the prodromal stage of α-synucleinopathies such as Parkinson's disease (PD). In this paper, we describe deep learning models for diagnosis/prognosis derived from a few minutes of eyes-closed resting electroencephalography data (EEG) collected at...

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Vydáno v:Front Neurol
Hlavní autoři: Ruffini, Giulio, Ibañez, David, Castellano, Marta, Dubreuil-Vall, Laura, Soria-Frisch, Aureli, Postuma, Ron, Gagnon, Jean-François, Montplaisir, Jacques
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2019
Témata:
Neurology
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6683849/
https://ncbi.nlm.nih.gov/pubmed/31417485
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fneur.2019.00806
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