There is an association between sleep disturbances and dementia, which machine learning algorithms can predict. Furthermore, the risk factors for dementia are ...
One of the indicators of an increased risk of dementia is sleep disturbances. This study aims to examine if machine learning can predict dementia and which ...
Background. Sleep disturbances can indicate an increased risk of dementia. This study examines whether machine learning can predict this association and ...
May 11, 2024 · Results: Logistic regression found an association between dementia and sleep disturbances. However, it is slight for the features in the study.
One of the indicators of an increased risk of dementia is sleep disturbances. This study aims to examine if machine learning can predict dementia and which ...
Prediction of Dementia Based on Older Adults' Sleep Disturbances Using Machine Learning ... Preprints and early-stage research may not have been peer reviewed yet ...
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Prediction of dementia based on older adults' sleep disturbances using machine learning. https://doi.org/10.1016/j.compbiomed.2024.108126 ·.
May 18, 2023 · Disturbances in circadian rhythm, including impaired sleep and ... predict the various symptoms observed in older adults with dementia. A ...
Jan 8, 2024 · (Nyholm et al., 2023) used machine learning to identify the risk factors for early prediction of dementia based on sleep disturbances in older ...
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Sleep disturbances increase the risk of dementia: a systematic review and meta-analysis. Sleep Med. Rev. 40, 4–16. doi: 10.1016/j.smrv.2017.06.010. CrossRef ...