Article
Five novel clinical phenotypes for critically ill patients with mechanical ventilation in intensive care units: a retrospective and multi database study.
Respiratory research - 10 Dec 2020
Su Longxiang, Zhang Zhongheng, Zheng Fanglan, Pan Pan, Hong Na, Liu Chun, He Jie, Zhu Weiguo, Long Yun, Liu Dawei
Abstract excerpt
BACKGROUND: Although protective mechanical ventilation (MV) has been used in a variety of applications, lung injury may occur in both patients with and without acute respiratory distress syndrome (ARDS). The purpose of this study is to use machine learning to identify clinical phenotypes for critically ill patients with MV in intensive care units (ICUs). METHODS: A retrospective cohort study was conducted with...
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