Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
Conclusion: There is an association between sleep disturbances and dementia, which machine learning algorithms can predict. Furthermore, the risk factors for dementia are different across the algorithms, but sleep disturbances can predict dementia.
Conclusion: There is an association between sleep disturbances and dementia, which machine learning algorithms can predict. Furthermore, the risk factors for ...
Background. Sleep disturbances can indicate an increased risk of dementia. This study examines whether machine learning can predict this association and ...
May 11, 2024 · One of the indicators of an increased risk of dementia is sleep disturbances. This study aims to examine if machine learning can predict ...
Feb 9, 2024 · Furthermore, the risk factors for dementia are different across the algorithms, but sleep disturbances can predict dementia.
People also ask
Do sleep disturbances increase the risk of dementia?
Can poor sleep increase the risk of dementia? There is some evidence to suggest that a lack of sleep may increase a person's risk of dementia, but there is not enough to say for sure. Currently, researchers are not sure how sleep and dementia are linked.
What are the risk factors for sleep disturbances in older adults evidence from prospective studies?
In conclusion, prospective studies have identified female gender, depressed mood, and physical illness as general risk factors for future sleep disturbances in later life, although specific physiological pathways have not yet been established.
What are the sleep disturbances of early dementia patients?
Possible sleep problems include excessive sleepiness during the day and insomnia with difficulty falling asleep and staying asleep. Frequent awakenings during the night and premature morning awakenings are also common.
Why don't dementia patients sleep at night?
Dementia can affect the production of a sleep hormone in the brain called melatonin. This helps the person to feel sleepy when it gets darker in the evening. As a person's dementia progresses, their brain may make less melatonin, which makes it harder to fall asleep in the evening.
May 18, 2023 · This study used machine learning models to predict the occurrence of BPSD among community-dwelling older adults with dementia. We included 187 ...
People also search for
Related conditions
For informational purposes only. Consult your local medical authority for advice.
Feb 11, 2024 · It is significant to detect the initial presence of AD, which is mainly done using MRI (Magnetic Resonance Imaging). The proposed machine ...
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 ...
May 22, 2024 · In this study, a predictive model using machine learning was developed to identify risk factors for cognitive impairment among community- ...
ObjectiveThe purpose of this study was to develop and validate a predictive model of cognitive impairment in older adults based on a novel machine learning ...
Missing: disturbances | Show results with:disturbances