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Updated: Jul 19, 2025

Multi-Modal Home Sleep Monitoring in Older Adults
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Multi-Modal Home Sleep Monitoring in Older Adults

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半监督学习用于低成本的个性化阻塞性睡眠呼吸暂停检测,使用无监督的深度学习和单线心电图

Shuaicong Hu, Ya'nan Wang, Jian Liu

    IEEE journal of biomedical and health informatics
    |August 11, 2023
    PubMed
    概括

    本研究引入了一种半监督算法,用于使用心电图 (ECG) 数据进行个性化阻塞性睡眠呼吸暂停 (OSA) 检测. 该方法提高了检测准确度,减少了错误,提供了低成本,无注释的解决方案.

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