Five novel clinical phenotypes for critically ill patients with mechanical ventilation in intensive care units: a retrospective and multi database study

被引:0
作者
Longxiang Su
Zhongheng Zhang
Fanglan Zheng
Pan Pan
Na Hong
Chun Liu
Jie He
Weiguo Zhu
Yun Long
Dawei Liu
机构
[1] Chinese Academy of Medical Science and Peking Union Medical College,Department of Critical Care Medicine, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital
[2] Zhejiang University School of Medicine,Department of Emergency Medicine, Sir Run Run Shaw Hospital
[3] Digital China Health Technologies Co.,Medical Data R&D Center
[4] Ltd.,Information Management Center, Peking Union Medical College Hospital
[5] Peking Union Medical College and Chinese Academy of Medical Sciences,College of Pulmonary and Critical Care Medicine
[6] Chinese PLA General Hospital,undefined
来源
Respiratory Research | / 21卷
关键词
Mechanical ventilation; Critically ill patients; Machine learning; Clinical phenotype;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 135 条
  • [1] Gajic O(2004)Ventilator-associated lung injury in patients without acute lung injury at the onset of mechanical ventilation Crit Care Med 32 1817-1824
  • [2] Dara SI(2009)Intraoperative ventilator settings and acute lung injury after elective surgery: a nested case control study Thorax 64 121-127
  • [3] Mendez JL(2008)An estimation of the global volume of surgery: a modelling strategy based on available data Lancet 372 139-144
  • [4] Adesanya AO(2008)Risk factors for ARDS in patients receiving mechanical ventilation for > 48 h Chest 133 853-861
  • [5] Festic E(2000)Ventilation with lower tidal volumes as compared with traditional tidal volumes for acute lung injury and the acute respiratory distress syndrome N Engl J Med 342 1301-1308
  • [6] Caples SM(1998)Effect of a protective-ventilation strategy on mortality in the acute respiratory distress syndrome N Engl J Med 338 347-354
  • [7] Rana R(1998)Evaluation of a ventilation strategy to prevent barotrauma in patients at high risk for acute respiratory distress syndrome. Pressure- and Volume-Limited Ventilation Strategy Group N Engl J Med 338 355-361
  • [8] St Sauver JL(2019)The effect of mechanical ventilation on peripheral perfusion index and its association with the prognosis of critically ill patients Crit Care Med 47 685-690
  • [9] Lymp JF(2017)The future of mechanical ventilation: lessons from the present and the past Crit Care 21 183-1362
  • [10] Afessa B(2011)Lung stress and strain during mechanical ventilation: any safe threshold? Am J Respir Crit Care Med 183 1354-355