The clinical prediction model to distinguish between colonization and infection by .

Journal: Frontiers in microbiology
Published Date: Jan 23, 2025

Abstract

OBJECTIVE: To develop a machine learning-based prediction model to assist clinicians in accurately determining whether the detection of (KP) in sputum samples indicates an infection, facilitating timely diagnosis and treatment.

Authors

  • Xiaoyu Zhang
    First Department of Infectious Diseases, The First Affiliated Hospital of China Medical University, Shenyang, China.
  • Xifan Zhang
    First Department of Infectious Diseases, The First Affiliated Hospital of China Medical University, Shenyang, China.
  • Deng Zhang
    Department of Infectious Diseases, The First Affiliated Hospital of Xiamen University, Xiamen, China.
  • Jing Xu
    First Department of Infectious Diseases, The First Affiliated Hospital of China Medical University, Shenyang, China.
  • Jingping Zhang
    First Department of Infectious Diseases, The First Affiliated Hospital of China Medical University, Shenyang, China.
  • Xin Zhang
    First Department of Infectious Diseases, The First Affiliated Hospital of China Medical University, Shenyang, China.

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