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Updated: May 24, 2025

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使用全身凝血-炎症指数预测慢性阻塞性肺病在一年内临床恶化:采用多种机器学习方法的回顾性研究

Ling Hou1, Ming Min2, Rui Hou3

  • 1Department of Central Hospital of Tujia and Miao Autonomous Prefecture, Hubei University of Medicine, Hubei, China.

PeerJ
|March 3, 2025
PubMed
概括

慢性阻塞性肺病 (COPD) 患者的全身凝血-炎症 (SCI) 指数显著更高,患者的临床状况恶化. 机器学习模型,特别是SVM,可以使用SCI指数可靠地预测COPD患者的临床恶化.

关键词:
慢性阻塞性肺病是一种慢性阻塞性肺病.临床情况恶化.机器学习 机器学习预测器预测器系统凝血 - 炎症指数

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