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Updated: Jan 12, 2026

Machine Learning-Based Cough Tone Classification: Diagnostic Exploration of Chronic Obstructive Pulmonary Disease and Respiratory Tract Infections
06:22

Machine Learning-Based Cough Tone Classification: Diagnostic Exploration of Chronic Obstructive Pulmonary Disease and Respiratory Tract Infections

Published on: September 19, 2025

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潜在类分析以识别COPD恶化的新现象:一个回顾性,多中心队列研究

Xiangqing Hou1,2, Zhishan Deng2, Yumin Zhou1,2

  • 1Guangzhou National Laboratory Guangzhou International Bio Island Guangzhou China.

MedComm
|October 30, 2025
PubMed
概括

研究人员在经历慢性阻塞性肺病 (ECOPD) 恶化患者中发现了六种新型表型. 这些不同的子组显示出不同的死亡风险,使得更精确的患者管理和改善的结果.

关键词:
在 ECOPD 工作中,隐性类分析 隐性类分析多中心研究多中心研究.个性化医疗是个性化的医疗.现象类型 现象类型

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