Development and validation of a machine learning model to improve precision prediction for irrational prescriptions in orthopedic perioperative patients.

Journal: Expert opinion on drug safety
Published Date: May 2, 2024

Abstract

OBJECTIVE: Our objective was to develop a machine learning model capable of predicting irrational medical prescriptions precisely within orthopedic perioperative patients.

Authors

  • Weipeng Li
    School of Pharmacy, Shanxi Medical University, Taiyuan, Shanxi Province, P.R. China.
  • Nan Shang
    Department of Pharmacy, The First Hospital of Shanxi Medical University, Taiyuan, Shanxi Province, P.R. China.
  • Zhiqi Zhang
    Hangzhou YITU Healthcare Technology Co. Ltd, Hangzhou, China.
  • Yun Li
    School of Public Health, University of Michigan, Ann Arbor, MI, USA.
  • Xianlin Li
    School of Pharmacy, Shanxi Medical University, Taiyuan, Shanxi Province, P.R. China.
  • Xiaojun Zheng
    Department of Neurology, Baoji People's Hospital, Baoji, 721000 Shaanxi, China.

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