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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...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
SAGE Publications
2023
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| Materias: | |
| 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 |