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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 ...
Feb 9, 2024 · Furthermore, the risk factors for dementia are different across the algorithms, but sleep disturbances can predict dementia.
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 ...
Background. Sleep disturbances can indicate an increased risk of dementia. This study examines whether machine learning can predict this association and ...
Prediction of dementia based on older adults' sleep disturbances using machine learning. from www.nature.com
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 ...
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May 22, 2024 · The model demonstrated the potential to identify individuals at a higher risk of cognitive impairment within 3 years from older adults.
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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 ...
Prediction of dementia based on older adults' sleep disturbances using machine learning. from www.frontiersin.org
Older adults get lost in virtual reality: visuospatial disorder detection in dementia using a voting approach based on machine learning algorithms.
Dec 16, 2021 · Conclusions and Relevance These findings suggest that machine learning algorithms could accurately predict incident dementia within 2 years in ...
Missing: disturbances | Show results with:disturbances