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Monitoring the sleep patterns of people with dementia and their family carers in the community.

Rosemary Helen GibsonPhilippa Helen Gander
Published in: Australasian journal on ageing (2018)
Automated scoring offers reasonable agreement with manual scoring and may better describe the fragmented nature of dementia-related sleep, which can be challenging to record accurately in a sleep diary. Automated scoring reduces participant burden and could improve research and treatment protocols.
Keyphrases
  • sleep quality
  • physical activity
  • machine learning
  • deep learning
  • high throughput
  • healthcare
  • mental health
  • mild cognitive impairment
  • cognitive impairment
  • risk factors