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Updated: Feb 7, 2026

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基于机器学习的血液动力学恶化的早期预警系统心血管ICU患者:一个双向交叉验证研究

Shicheng Gao1, Yunhai Zhang1, Menghua Deng1

  • 1Critical Care Department, The Eighth Clinical Medical College of Guangzhou University of Chinese Medicine, Foshan, China.

Frontiers in cardiovascular medicine
|February 6, 2026
PubMed
概括

这项研究开发了一种机器学习模型,用于早期检测心血管重症监护室 (ICU) 患者的血液动力学恶化. 该模型在数据库中显示出强大的通用性,优于传统得分,并有助于临床决策.

关键词:
心血管 ICU 的心血管 ICU.关键护理关键护理的关键护理早期预警系统 早期预警系统通过外部验证.血液动力学监测 血液动力学监测机器学习是机器学习.

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