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Leukocyte deep learning classification assessment using Shapley additive explanations algorithm.

Adrian A MichalskiKonrad DurajBogumiła Kupcewicz
Published in: International journal of laboratory hematology (2023)
Despite different SHAP DeepExplainer explanations for fully and partially trained models, this method appears to be helpful for the verification of leukocyte classification in automated peripheral blood smear examination.
Keyphrases
  • deep learning
  • peripheral blood
  • machine learning
  • artificial intelligence
  • convolutional neural network
  • pulmonary tuberculosis
  • resistance training
  • mycobacterium tuberculosis
  • high throughput