Classifying microscopic images as acute lymphoblastic leukemia by Resnet ensemble model and Taguchi method.

Journal: BMC bioinformatics
Published Date: Jan 11, 2022

Abstract

BACKGROUND: Researchers have attempted to apply deep learning methods of artificial intelligence for rapidly and accurately detecting acute lymphoblastic leukemia (ALL) in microscopic images.

Authors

  • Yao-Mei Chen
    School of Nursing, Kaohsiung Medical University, Kaohsiung.
  • Fu-I Chou
    Department of Electrical Engineering, National Kaohsiung University of Science and Technology, No. 415, Chien-Kung Road, Kaohsiung, 807, Taiwan. alvis.cfi@gmail.com.
  • Wen-Hsien Ho
    Department of Healthcare Administration and Medical Informatics, 38023Kaohsiung Medical University, Kaohsiung 807, Taiwan.
  • Jinn-Tsong Tsai
    Department of Healthcare Administration and Medical Informatics, 38023Kaohsiung Medical University, Kaohsiung 807, Taiwan.

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