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. 2021 Jul 29;33(24):17589–17609. doi: 10.1007/s00521-021-06344-5

Table 21.

Performance results of DenseNet121 on internal dataset

KFold Accuracy Precision Recall (Sensitivity) Specificity F1-score
Without GAN Fold1 0.9878 0.9906 0.9844 0.9910 0.9875
Fold2 0.9908 0.9937 0.9875 0.9940 0.9906
Fold3 0.9908 0.9937 0.9875 0.9940 0.9906
Fold4 0.9893 0.9906 0.9875 0.9910 0.9891
Fold5 0.9878 0.9906 0.9844 0.9910 0.9875
Overall 0.9893 0.9919 0.9863 0.9922 0.9891
With GAN Fold1 0.9908 0.9907 0.9907 0.9910 0.9907
Fold2 0.9893 0.9906 0.9875 0.9910 0.9891
Fold3 0.9939 0.9938 0.9938 0.9940 0.9938
Fold4 0.9924 0.9907 0.9938 0.9910 0.9922
Fold5 0.9939 0.9938 0.9938 0.9940 0.9938
Overall 0.9921 0.9919 0.9919 0.9922 0.9919