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Updated: Sep 17, 2025

Asthma Detection Research Based on Voice Signal Processing and Machine Learning
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基于BMI和肺透气参数的正常,超重和肥胖个体中,用于检测与扩散异常相关的呼吸变化的机器学习:一项观察性研究

Xin-Yue Song1, Xin-Peng Xie2, Wen-Jing Xu1

  • 1Department of Respiratory and Critical Care Medicine, West China School of Medicine, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu, 610041, China.

BMC medical informatics and decision making
|July 2, 2025
PubMed
概括

机器学习有效地使用BMI和肺功能检测扩散异常. 随机森林模型准确地识别了扩散异常,有助于在重量级别的诊断.

关键词:
体重指数 (Body Mass Index) 是一个指数.扩散能力的扩散能力机器学习 机器学习

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