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Updated: Jan 8, 2026

Machine Learning-Based Cough Tone Classification: Diagnostic Exploration of Chronic Obstructive Pulmonary Disease and Respiratory Tract Infections
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机器学习方法的比较,以预测退伍军人队伍中气道压力附着的积极性

Anna M May1,2, Jarrod E Dalton3

  • 1Geriatric Research Education and Clinical Center and Sleep Medicine Section, Louis Stokes Cleveland VA Medical Center, Cleveland, OH, United States.

Frontiers in sleep
|December 22, 2025
PubMed
概括

使用机器学习预测睡眠呼吸暂停的正气道压力 (PAP) 治疗坚持,其临床效用有限. 早期的数据,比如30天的PAP使用,显著提高了预测准确度,以获得更好的患者干预.

关键词:
坚持性 坚持性符合合规性的合规性是什么机器学习是机器学习.气道压力为正气道压力.睡眠呼吸暂停 (Sleep Apnea) 是一个

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