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