The Application of Artificial Intelligence-Based Bone Marrow Cell Analysis System in Pediatric Hematological Diseases.

Journal: International journal of laboratory hematology
Published Date: Jul 16, 2025

Abstract

INTRODUCTION: The clinical diagnosis of hematological diseases depends on the differential count of nucleated cells on the bone marrow (BM) smears, and an artificial intelligence (AI)-based system was applied to automatically classify BM nucleated cells in pediatric hematological disease samples in this study.

Authors

  • Xin He
    Department of Nephrology, The Affiliated Hospital of Guizhou Medical, Guizhou, China.
  • Fei He
    Biology Department, Brookhaven National Laboratory, Upton, New York, USA.
  • Yan Wang
    College of Animal Science and Technology, Beijing University of Agriculture, Beijing, China.
  • Yu Liu
    Research Center of Information Technology, Beijing Academy of Agriculture and Forestry Science, Beijing, China.
  • Xiaopeng Gao
    Clinical Laboratory, The Affiliated Children Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China.
  • Mingrui Yu
    Clinical Laboratory, The 6th Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China.
  • Haiyan Gao
    Clinical Laboratory, The 6th Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China.

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