Sleep quality prediction in caregivers using physiological signals

Computers in Biology and Medicine 2019 Reza SadeghiTanvi BanerjeeJennifer C. HughesLarry W. Lawhorne

Most caregivers of people with dementia (CPWD) experience a high degree of stress due to the demands of providing care, especially when addressing unpredictable behavioral and psychological symptoms of dementia. Such challenging responsibilities make caregivers susceptible to poor sleep quality with detrimental effects on their overall health... (read more)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK BENCHMARK
Sleep Quality 100 sleep nights of 8 caregivers Random Forest Accuracy 75% # 1

Methods used in the Paper


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