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Personalized Sleep Parameters Estimation from Actigraphy: A Machine Learning Approach
BACKGROUND: The current gold standard for measuring sleep is polysomnography (PSG), but it can be obtrusive and costly. Actigraphy is a relatively low-cost and unobtrusive alternative to PSG. Of particular interest in measuring sleep from actigraphy is prediction of sleep-wake states. Current litera...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Dove
2019
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6912004/ https://www.ncbi.nlm.nih.gov/pubmed/31849551 http://dx.doi.org/10.2147/NSS.S220716 |