Feature name | Parameter distribution* | P-value# | Specificity | Sensitivity | Accuracy | AUC | |
---|---|---|---|---|---|---|---|
Benign | Malignant | ||||||
Elongation | 0.84 ± 0.13 | 0.87 ± 0.11 | 0.39 | 0.11 | 0.89 | 74.19 | 0.58 |
ADC | 1.04 ± 0.21 | 1.50 ± 0.43 | 0.00 | 0.67 | 0.92 | 87.10 | 0.85 |
SER | 1.20 ± 0.22 | 1.00 ± 0.50 | 0.01 | 0.33 | 0.97 | 84.95 | 0.71 |
Correlation | 0.65 ± 0.16 | 0.60 ± 0.17 | 0.23 | 0.06 | 0.96 | 78.49 | 0.60 |
Inertia | 1995.34 ± 1177.11 | 2773.68 1891.29 | 0.03 | 0.17 | 0.93 | 78.49 | 0.64 |
Entropy | 8.48 ± 1.30 | 7.90 ± 1.34 | 0.09 | 0.11 | 0.99 | 81.72 | 0.64 |
Inverse Difference | 0.10 ± 0.05 | 0.09 ± 0.03 | 0.22 | 0.11 | 0.97 | 80.65 | 0.65 |
Sum average | 310.21 ± 37.83 | 285.58 ± 34.20 | 0.01 | 0.11 | 0.99 | 81.72 | 0.70 |
Sum variance | 9235.63 ± 2999.89 | 10078.03 ± 3168.82 | 0.29 | 0.00 | 1.00 | 80.65 | 0.57 |
Sum entropy | 6.76 ± 0.87 | 6.29 ± 0.90 | 0.04 | 0.11 | 0.99 | 81.72 | 0.66 |
Difference average | 32.44 ± 10.15 | 38.73 ± 14.30 | 0.03 | 0.28 | 0.93 | 80.65 | 0.66 |
Difference variance | 820.01 ± 486.86 | 1042.80 636.38 | 0.10 | 0.06 | 0.99 | 80.65 | 0.62 |
Difference entropy | 5.40 ± 0.44 | 5.16 ± 0.47 | 0.04 | 0.11 | 0.99 | 81.72 | 0.66 |
Information Correlation 1 | −0.58 ± 0.12 | −0.61 ± 0.14 | 0.43 | 0.11 | 0.95 | 78.49 | 0.58 |