Leukocyte deep learning classification assessment using Shapley additive explanations algorithm.
International journal of laboratory hematology(2023)
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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