Machine Learning for Discriminating Microcytic Hypochromic Anemia Based on Erythrocyte Parameters.

Journal: International journal of laboratory hematology
Published Date: Jul 1, 2025

Abstract

INTRODUCTION: Thalassemia trait (TT) and iron deficiency anemia (IDA) are two common types of microcytic hypochromic anemia (MHA), but current diagnostic methods have limitations. This research sought to employ machine learning (ML) algorithms to identify MHA using erythrocyte parameters to distinguish between TT and IDA.

Authors

  • Jing Lv
  • Jinmi Li
    Department of Laboratory Medicine, Daping Hospital, Army Medical University, Chongqing, China.
  • Xiaodong Ren
  • Qing Huang
    Department of Environmental Health and Occupational Medicine,West China School of Public Health,Sichuan University,Chengdu 610041,China.
  • Shaoli Deng
    Department of Laboratory Medicine, Daping Hospital, Army Medical University, Chongqing, China.

Keywords

No keywords available for this article.

External Resources

Popular Topics
Recent Journals