Constructing a Hospital Department Development-Level Assessment Model: Machine Learning and Expert Consultation Approach in Complex Hospital Data Environments.

Journal: JMIR formative research
Published Date: Sep 4, 2024

Abstract

BACKGROUND: Every hospital manager aims to build harmonious, mutually beneficial, and steady-state departments. Therefore, it is important to explore a hospital department development assessment model based on objective hospital data.

Authors

  • Jingkun Liu
    Big Data Analysis Center, Honghui Hospital, Xi'an Jiaotong University, Xi'an, China.
  • Jiaojiao Tai
    Big Data Analysis Center, Honghui Hospital, Xi'an Jiaotong University, Xi'an, China.
  • Junying Han
    Big Data Analysis Center, Honghui Hospital, Xi'an Jiaotong University, Xi'an, China.
  • Meng Zhang
    College of Software, Beihang University, Beijing, China.
  • Yang Li
    Occupation of Chinese Center for Disease Control and Prevention, Beijing, China.
  • Hongjuan Yang
    School of Foreign Studies, Xi'an Medical University, Xi'an, China.
  • Ziqiang Yan
    Big Data Analysis Center, Honghui Hospital, Xi'an Jiaotong University, Xi'an, China.

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