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Updated: Jun 18, 2025

Multi-Modal Home Sleep Monitoring in Older Adults
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对Somfit睡眠分期算法的性能调查

Marcus McMahon1, Jeremy Goldin2, Elizabeth Susan Kealy3

  • 1Department of Respiratory and Sleep Medicine, Epworth Hospital, Richmond, Victoria, Australia and Department of Respiratory and Sleep Medicine, Austin Health, Heidelberg, Victoria, Australia.

Nature and science of sleep
|July 29, 2024
PubMed
概括

康普梅迪斯Somfit设备在睡眠分阶段方面显示了76.14%的一致性,与人类得分器相比. 这种家庭睡眠监测工具在诊断睡眠呼吸暂停方面表现得非常准确.

关键词:
深度学习是一种深度学习.额头脑电图,额头脑电图.家庭睡眠呼吸暂停测试 测试互得商协议 (interscorer协议) 是一个协议.聚类人体图像 (polysomnography) 是一种多人体图像.

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Stages of Sleep

Sleep progresses through distinct stages, each characterized by specific brain wave patterns and physiological responses ranging from wakefulness to stages of non-rapid eye movement, known as non-REM, to rapid eye movement, referred to as REM. Understanding these stages helps in recognizing how sleep supports various bodily and cognitive functions.
Before sleep begins, in wakefulness, the brain exhibits primarily beta waves, which are high in frequency and low in amplitude, indicating alertness...
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