Validation of the influence of biosignals on performance of machine learning algorithms for sleep stage classification

BACKGROUND: Sleep stage identification is critical in multiple areas (e.g. medicine or psychology) to diagnose sleep-related disorders. Previous studies have reported that the performance of machine learning algorithms can be changed depending on the biosignals and feature-extraction processes in sl...

Descripción completa

Detalles Bibliográficos
Autores principales: Choi, Junggu, Kwon, Seohyun, Park, Sohyun, Han, Sanghoon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2023
Materias:
Original Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10017951/
https://www.ncbi.nlm.nih.gov/pubmed/36937698
http://dx.doi.org/10.1177/20552076231163783

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10017951/
https://www.ncbi.nlm.nih.gov/pubmed/36937698
http://dx.doi.org/10.1177/20552076231163783

Ejemplares similares