Automatic identifying and counting blood cells in smear images by using single shot detector and Taguchi method.

Journal: BMC bioinformatics
Published Date:

Abstract

BACKGROUND: Researchers have tried to identify and count different blood cells in microscopic smear images by using deep learning methods of artificial intelligence to solve the highly time-consuming problem.

Authors

  • Yao-Mei Chen
    School of Nursing, Kaohsiung Medical University, Kaohsiung.
  • Jinn-Tsong Tsai
    Department of Healthcare Administration and Medical Informatics, 38023Kaohsiung Medical University, Kaohsiung 807, Taiwan.
  • Wen-Hsien Ho
    Department of Healthcare Administration and Medical Informatics, 38023Kaohsiung Medical University, Kaohsiung 807, Taiwan.