Multidimensional Sleep and Mortality in Older Adults: A Machine-Learning Comparison With Other Risk Factors

BACKGROUND: Sleep characteristics related to duration, timing, continuity, and sleepiness are associated with mortality in older adults, but rarely considered in health recommendations. We applied machine learning to: (i) establish the predictive ability of a multidimensional self-reported sleep dom...

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Veröffentlicht in:J Gerontol A Biol Sci Med Sci
Hauptverfasser: Wallace, Meredith L, Buysse, Daniel J, Redline, Susan, Stone, Katie L, Ensrud, Kristine, Leng, Yue, Ancoli-Israel, Sonia, Hall, Martica H
Format: Artigo
Sprache:Inglês
Veröffentlicht: Oxford University Press 2019
Schlagworte:
The Journal of Gerontology: Medical Sciences
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6853700/
https://ncbi.nlm.nih.gov/pubmed/30778527
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/gerona/glz044
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