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Updated: May 5, 2026

Multi-Modal Home Sleep Monitoring in Older Adults
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解读失眠:对复杂睡眠障碍的自动睡眠分期算法进行基准测试

Umaer Hanif1,2, Anis Aloulou1,3, Flynn Crosbie1

  • 1VIFASOM, (Vigilance Fatigue Sommeil et Santé Publique), Université Paris Cité, Paris, France.

Journal of sleep research
|March 28, 2025
PubMed
概括

自动睡眠分期算法在慢性失眠患者中显示了可变的性能. GSSC和U-Sleep表现出最好的整体准确性和最小偏差,使它们成为睡眠障碍诊断的领先工具.

关键词:
自动化睡眠分期 睡眠分期慢性失眠症是什么 慢性失眠症是什么机器学习是机器学习.聚类人体图像 (polysomnography) 是一种多人体图像.

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