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Updated: Jun 5, 2025

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机器学习模型的开发,部署和持续监测,以预测重症患者的呼吸衰竭

Jonathan Y Lam1, Xiaolei Lu1, Supreeth P Shashikumar1

  • 1Department of Biomedical Informatics, University of California San Diego, La Jolla, CA 92093, United States.

JAMIA open
|December 12, 2024
PubMed
概括

一个新的机器学习 (ML) 模型,Vent.io,准确地预测了重症监护室 (ICU) 患者机械呼吸 (MV) 的需求. 它的性能被前性和外部数据验证,证明了可概括性和改善患者护理的潜力.

关键词:
电子健康记录是电子医疗记录.机器学习是机器学习.机械通风 机械通风 机械通风风险评分系统风险评分系统

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