Establishing reflex test rules for platelet fluorescent counting method using machine learning models on Sysmex XN-series hematology analyzer.

Journal: International journal of laboratory hematology
PMID: 39099371

Abstract

INTRODUCTION: The platelet fluorescent counting (PLT-F) method is utilized as a reflex test method following the initial test of the platelet impedance counting (PLT-I) method in clinical practice on the Sysmex XN-series automated hematology analyzer. Our aim is to establish reflex test rules for the PLT-F method by combining multiple parameters provided by the "CBC + DIFF" mode of the Sysmex XN-series automated hematology analyzer.

Authors

  • Zhengyu Zhou
    Department of Laboratory Diagnostics, Changhai Hospital, Naval Medical University, Shanghai, China.
  • Mengqiao Guo
    Department of Medical Laboratory, Shanghai Fourth People's Hospital, School of Medicine, Tongji University, Shanghai, China.
  • Kang Wu
    College of Astronautics, Nanjing University of Aeronautics and Astronautics, Nanjing 211106, China.
  • Zhanyi Yue
    Department of Laboratory Diagnostics, Changhai Hospital, Naval Medical University, Shanghai, China.

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