在阻塞性睡眠呼吸暂停中使用顺序机器学习模型,问卷和脉冲氧计信号进行有效的查:混合方法研究研究

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Drug-Induced Sleep Endoscopy DISE with Target Controlled Infusion TCI and Bispectral Analysis in Obstructive Sleep Apnea
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Drug-Induced Sleep Endoscopy DISE with Target Controlled Infusion TCI and Bispectral Analysis in Obstructive Sleep Apnea

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Nai-Yu Kuo1,2,3, Hsin-Jung Tsai2, Shih-Jen Tsai2,3

  • 1Sleep Medicine Center, Taipei Veterans General Hospital, Taipei, Taiwan.

Journal of medical Internet research
|December 19, 2024
PubMed
概括

机器学习模型可以使用问卷和血液氧和数据有效地选阻塞性睡眠呼吸暂停 (OSA). 这些模型提供了可访问的家庭查睡眠障碍,提高了诊断效率.

关键词:
数据集数据集数据集诊断 诊断 诊断 的 诊断 诊断 诊断 诊断 的 诊断失眠是因为失眠.机器学习是机器学习.氧气和和氧气和的情况.聚类人体图像 (polysomnography) 是一种多人体图像.问卷调查问卷 问卷调查问卷查检查 查检查 查检查 查检查睡眠呼吸暂停 (Sleep Apnea) 是一个睡眠障碍 睡眠障碍是一种睡眠障碍.培训培训培训培训培训培训培训使用利用利用利用利用利用利用利用利用利用

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