Construction and validation of a predictive model for the risk of multidrug-resistant Klebsiella pneumoniae infection based on machine learning algorithms - a multicenter retrospective study.

Journal: European journal of clinical microbiology & infectious diseases : official publication of the European Society of Clinical Microbiology
Published Date: May 10, 2025

Abstract

OBJECTIVE: The development of a reliable predictive model for Multi-drug-resistant Klebsiella pneumoniae (MDR-KP) infections is imperative for the timely identification of at-risk individuals.

Authors

  • Tao Sun
    Janssen Research & Development, LLC, Raritan, NJ, USA.
  • Pei-Pei Wang
    Department of Laboratory Medicine, Jiakang Renyi Hospital, Shaoyang, Hunan Province, China.
  • Jun-Ji Liu
    Department of Oncology, The Central Hospital of Shaoyang, Shaoyang, Hunan Province, China.
  • Zhen An
    Department of Hematology and Oncology Laboratory, The Central Hospital of Shaoyang, Shaoyang, Hunan Province, China.
  • Jun-Rong Zhao
    Department of Microbiology Laboratory, Shaoyang Center for Disease Control and Prevention, Shaoyang City, Hunan Province, China. zhaojr19850828@163.com.
  • Jun Liu
    Department of Radiology, Second Xiangya Hospital, Changsha, Hunan, China.

Keywords

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