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Updated: Jun 28, 2025

Conducting Respiratory Oscillometry in an Outpatient Setting
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基于机器学习算法的脉冲振荡计系统在慢性阻塞性肺病诊断中的应用

Dongfang Zhao1,2, Xiuying Mou1,2, Yueqi Li1,2

  • 1Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, People's Republic of China.

Physiological measurement
|April 10, 2024
PubMed
概括

这项研究开发了一种机器学习模型,使用脉冲振荡计 (IOS) 来诊断慢性阻塞性肺病 (COPD). 人工智能模型实现了高精度,减少了对IOS数据的专家临床解释的需求.

关键词:
慢性慢性肺炎是一种慢性慢性肺炎,COPD是一种慢性肺炎.K-最近的邻居.特性衍生功能的特征衍生.机器学习是机器学习.呼吸系统力学 呼吸系统力学

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