Predictive model for acute respiratory distress syndrome events in ICU patients in China using machine learning algorithms: a secondary analysis of a cohort study.

Abstract

Authors

• Xian-Fei Ding
  Department of General ICU, The First Affiliated Hospital of Zhengzhou University, Henan Key Laboratory of Critical Care Medicine, 1 Jianshe East Road, Zhengzhou, 450052, China.
• Jin-Bo Li
  Department of General ICU, The First Affiliated Hospital of Zhengzhou University, Henan Key Laboratory of Critical Care Medicine, 1 Jianshe East Road, Zhengzhou, 450052, China.
• Huo-Yan Liang
  Department of General ICU, The First Affiliated Hospital of Zhengzhou University, Henan Key Laboratory of Critical Care Medicine, 1 Jianshe East Road, Zhengzhou, 450052, China.
• Zong-Yu Wang
  Department of Critical Care Medicine, Peking University Third Hospital, Beijing, China.
• Ting-Ting Jiao
  Department of General ICU, The First Affiliated Hospital of Zhengzhou University, Henan Key Laboratory of Critical Care Medicine, 1 Jianshe East Road, Zhengzhou, 450052, China.
• Zhuang Liu
  Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, 200032, China.
• Liang Yi
  Intensive Care Unit, Xiyuan Hospital Affiliated with the China Academy of Chinese Medical Sciences, Beijing, China.
• Wei-Shuai Bian
  Intensive Care Unit, Beijing Shijitan Hospital Affiliated with Capital Medical University, Beijing, China.
• Shu-Peng Wang
  Department of Gastroenterology, Shengjing Hospital of China Medical University, No. 36, Sanhao Street, Shenyang, 110004, Liaoning Province, China.
• Xi Zhu
  Department of Psychiatry, Columbia University Irving Medical Center and New York State Psychiatric Institute, New York, New York.
• Tong-Wen Sun
  Department of General ICU, The First Affiliated Hospital of Zhengzhou University, Henan Key Laboratory of Critical Care Medicine, 1 Jianshe East Road, Zhengzhou, 450052, China. suntongwen@163.com.

Keywords

External Resources