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Machine Learning Predicts Phenoconversion from Polysomnography in Isolated REM Sleep Behavior Disorder

Isolated rapid eye movement (REM) sleep behavior disorder (iRBD) is a prodromal stage of alpha-synucleinopathies. This study aimed at developing a fully-automated machine learning framework for the prediction of phenoconversion in patients with iRBD by using data recorded during polysomnography (PSG...

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Principais autores: Matteo Cesari, Andrea Portscher, Ambra Stefani, Raphael Angerbauer, Abubaker Ibrahim, Elisabeth Brandauer, Simon Feuerstein, Kristin Egger, Birgit Högl, Antonio Rodriguez-Sanchez
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2024-08-01
Serier:Brain Sciences
Fag:
alpha-synucleinopathy
biomarker
iRBD
phenoconversion
PSG
REM sleep
Online adgang:https://www.mdpi.com/2076-3425/14/9/871
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