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Updated: Sep 10, 2025

Asthma Detection Research Based on Voice Signal Processing and Machine Learning
04:04

Asthma Detection Research Based on Voice Signal Processing and Machine Learning

Published on: July 22, 2025

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通过机器学习和实验验证识别用于COPD诊断的新型乳化相关生物标志物

Chundi Hu1, Weiliang Qian2, Runling Wei2,3

  • 1Department of Respiratory and Critical Care Medicine, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen 518107, China.

Biomedicines
|August 28, 2025
PubMed
概括

这项研究确定了碳缩酶1 (CBR1) 和过氧化素1 (PRDX1) 作为慢性阻塞性肺病 (COPD) 的关键乳化相关生物标志物. 这些与氧化还原失衡相关的标志物具有很高的诊断准确性,并可能在COPD进展中起作用.

关键词:
慢性肺炎生物信息学生物标志物乳酸化机器学习氧化应激单细胞RNA测序

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