Leukocyte deep learning classification assessment using Shapley additive explanations algorithm.

International journal of laboratory hematology(2023)

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摘要
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.
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关键词
SHAP explainer,blood smear,deep learning,leukocyte classification,model explanation
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