Early recognition of risk of critical adverse events based on deep neural decision gradient boosting.

Journal: Frontiers in public health
Published Date:

Abstract

INTRODUCTION: Perioperative critical events will affect the quality of medical services and threaten the safety of patients. Using scientific methods to evaluate the perioperative risk of critical illness is of great significance for improving the quality of medical services and ensuring the safety of patients.

Authors

  • Yu-Wen Chen
    Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Science, Chongqing, China.
  • Lin-Quan Xu
    Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Science, Chongqing, China.
  • Bin Yi
    Department of Anesthesiology, Southwest Hospital, Third Military Medical University, Chongqing, China.