Predictive modeling of ICU-AW inflammatory factors based on machine learning.

Journal: BMC neurology
PMID: 39702112

Abstract

BACKGROUND: ICU-acquired weakness (ICU-AW) is a common complication among ICU patients. We used machine learning techniques to construct an ICU-AW inflammatory factor prediction model to predict the risk of disease development and reduce the incidence of ICU-AW.

Authors

  • Yuanyaun Guo
    The First School of Clinical Medicine, Xuzhou Medical University, Xuzhou, 221004, Jiangsu, China.
  • Wenpeng Shan
    The First School of Clinical Medicine, Xuzhou Medical University, Xuzhou, 221004, Jiangsu, China.
  • Jie Xiang
    College of Computer Science and Technology, Taiyuan University of Technology, Taiyuan, China.

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