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Updated: Sep 10, 2025

Asthma Detection Research Based on Voice Signal Processing and Machine Learning
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使用线性回归和随机森林模型预测喘患者的峰值排气流量的混合方法

Shayma Alkobaisi1, Wan D Bae2, Muhammad Farhan Safdar1

  • 1College of Information Technology, United Arab Emirates University, Al Ain, United Arab Emirates.

PloS one
|August 21, 2025
PubMed
概括

这项研究引入了一种混合机器学习模型,用于精确估计喘患者的最大呼气流量 (PEFR). 这种新方法准确地预测了喘触发事件, 改进了传统方法.

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