Prediction of fatal adverse prognosis in patients with fever-related diseases based on machine learning: A retrospective study.

Journal: Chinese medical journal
Published Date: Mar 5, 2020

Abstract

BACKGROUND: Fever is the most common chief complaint of emergency patients. Early identification of patients at an increasing risk of death may avert adverse outcomes. The aim of this study was to establish an early prediction model of fatal adverse prognosis of fever patients by extracting key indicators using big data technology.

Authors

  • Chun-Hong Zhao
    Medical School of Chinese People's Liberation Army, No. 28, Fuxing Road, Beijing 100853, China.
  • Hui-Tao Wu
    National Engineering Laboratory for Medical Big Data Application Technology, The First Medical Center to Chinese People's Liberation Army General Hospital, Beijing 100853, China.
  • He-Bin Che
    National Engineering Laboratory for Medical Big Data Application Technology, The First Medical Center to Chinese People's Liberation Army General Hospital, Beijing 100853, China.
  • Ya-Nan Song
    National Engineering Laboratory for Medical Big Data Application Technology, The First Medical Center to Chinese People's Liberation Army General Hospital, Beijing 100853, China.
  • Yu-Zhuo Zhao
    Department of Emergency, The First Medical Center to Chinese People's Liberation Army General Hospital, Beijing 100853, China.
  • Kai-Yuan Li
    Medical School of Chinese People's Liberation Army, No. 28, Fuxing Road, Beijing 100853, China.
  • Hong-Ju Xiao
    Department of Emergency, The First Medical Center to Chinese People's Liberation Army General Hospital, Beijing 100853, China.
  • Yong-Zhi Zhai
    Department of Emergency, The First Medical Center to Chinese People's Liberation Army General Hospital, Beijing 100853, China.
  • Xin Liu
    Peking University Institute of Advanced Agricultural Sciences, Shandong Laboratory of Advanced Agricultural Sciences, Weifang, Shandong, China.
  • Hong-Xi Lu
    Department of Emergency, The First Medical Center to Chinese People's Liberation Army General Hospital, Beijing 100853, China.
  • Tan-Shi Li
    Medical School of Chinese People's Liberation Army, No. 28, Fuxing Road, Beijing 100853, China.

Keywords

External Resources

Popular Topics
Recent Journals