Table 2: Accuracy, specificity, and false alarm rate (%) of the different algorithms in each case.
case type | Methods |
ACM | LSM | 3D-LSM | 3D-MACM |
Actual breast MRI | CCR | 57.54 | 97.12 | 98.07 | 99.26 |
SP | 57.73 | 97.17 | 98.18 | 99.45 |
FAR | 42.27 | 2.83 | 1.82 | 0.75 |
Simulated case (30% noise density with 3×3 mask blurring) | CCR | 90.4 | 96.84 | 97.81 | 99.34 |
SP | 90.09 | 96.74 | 97.77 | 99.64 |
FAR | 9.91 | 3.26 | 2.23 | 0.39 |
Simulated case (40% noise density with 5×5 mask blurring) | CCR | 87.97 | 97.8 | 98.7 | 99.08 |
SP | 87.45 | 97.78 | 98.78 | 99.34 |
FAR | 12.55 | 2.22 | 1.22 | 0.66 |
Simulated case (50% noise density with 7×7 mask blurring) | CCR | 82.84 | 97.54 | 98.81 | 99.01 |
SP | 82.23 | 97.65 | 99.41 | 99.27 |
FAR | 17.77 | 2.35 | 0.59 | 0.73 |