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Updated: Jul 16, 2025

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基于机器学习的预测,在患有肺炎慢性阻塞性肺病恶化患者的住院死亡率

Lin Yu1,2, Xia Ruan1,2, Wenbo Huang2

  • 1Department of Respiratory and Critical Care Medicine, First Affiliated Hospital of Chengdu Medical College, Chengdu, Sichuan, China.

The Journal of asthma : official journal of the Association for the Care of Asthma
|September 22, 2023
PubMed
概括

与现有方法相比,一种新的随机森林 (RF) 模型显著改善了对慢性阻塞性肺病 (COPD) 恶化的住院死亡率的预测. 关键预测因素包括血中乙氨基酸细胞数量和静缩血压.

关键词:
慢性阻塞性肺病是一种慢性阻塞性肺病.机器学习是机器学习.死亡率 死亡率随机的森林随机的森林

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