Multi-scored sleep databases: how to exploit the multiple-labels in automated sleep scoring

STUDY OBJECTIVES: Inter-scorer variability in scoring polysomnograms is a well-known problem. Most of the existing automated sleep scoring systems are trained using labels annotated by a single-scorer, whose subjective evaluation is transferred to the model. When annotations from two or more scorers...

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Detalles Bibliográficos
Autores principales: Fiorillo, Luigi, Pedroncelli, Davide, Agostini, Valentina, Favaro, Paolo, Faraci, Francesca Dalia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Sleep, Health, and Disease
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10171642/
https://www.ncbi.nlm.nih.gov/pubmed/36762998
http://dx.doi.org/10.1093/sleep/zsad028

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10171642/
https://www.ncbi.nlm.nih.gov/pubmed/36762998
http://dx.doi.org/10.1093/sleep/zsad028

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