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Evaluation of Automated Hypnogram Analysis on Multi-Scored Polysomnographies

A new method for automated sleep stage scoring of polysomnographies is proposed that uses a random forest approach to model feature interactions and temporal effects. The model mostly relies on features based on the rules from the American Academy of Sleep Medicine, which allows medical experts to g...

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Detalles Bibliográficos
Autores principales:	Van der Plas, Dries, Verbraecken, Johan, Willemen, Marc, Meert, Wannes, Davis, Jesse
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2021
Materias:	Digital Health
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8521900/ https://www.ncbi.nlm.nih.gov/pubmed/34713177 http://dx.doi.org/10.3389/fdgth.2021.707589

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