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. 2021 Jul 8;94(1124):20210525. doi: 10.1259/bjr.20210525

Table 5.

Model performance of the NN with all radiomics analysis features and traditional semantic features with fivefold cross-validation in the accuracy, sensitivity, specificity, and AUC for the test data set

All radiomics features Traditional semantic features
Accuracy (%) 85.4 55.7
Specificity (%) 88.6 61.8
Sensitivity (%) 80.0 36.0
AUC 0.92 0.50

AUC, area under the curve; NN, neural network.