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Table 4 Classification performance of raw image scheme

From: Energy enhanced tissue texture in spectral computed tomography for lesion classification

Energy

(kev)

AUC (mean ± std)

CT image (single slice)

Co-occurrence matrix

Haralick features

75

0.585 ± 0.073

0.902 ± 0.061

0.887 ± 0.048

65

0.597 ± 0.069

0.899 ± 0.064

0.879 ± 0.050

55

0.606 ± 0.064

0.872 ± 0.070

0.909 ± 0.037

45

0.629 ± 0.055

0.867 ± 0.070

0.901 ± 0.044

35

0.631 ± 0.071

0.820 ± 0.086

0.913 ± 0.046

All

0.659 ± 0.069

0.906 ± 0.057

0.917 ± 0.039

  1. AUC Area under the receiver operating characteristic curve, CT Computed tomography