Table 1: TPN, FPN, TNN, FNN, Np, Nn and N numbers (in pixels) of the different algorithms in each case.
case type | Methods |
ACM | LSM | 3D-LSM | 3D-MACM |
Actual breast MRI | TPN | 1305 | 2619 | 2559 | 2468 |
FPN | 68466 | 4578 | 2947 | 896 |
TNN | 93488 | 157376 | 159007 | 161058 |
FNN | 1479 | 165 | 225 | 316 |
Np | 2784 | 2784 | 2784 | 2784 |
N | 164738 | 164738 | 164738 | 164738 |
Simulated case (30% noise density with 3×3 mask blurring) | TPN | 6249 | 6420 | 6420 | 6140 |
FPN | 11737 | 3860 | 2647 | 460 |
TNN | 106757 | 114634 | 115847 | 118034 |
FNN | 257 | 86 | 86 | 366 |
Np | 6506 | 6506 | 6506 | 6506 |
Nn | 118494 | 118494 | 118494 | 118494 |
N | 125000 | 125000 | 125000 | 125000 |
Simulated case (40% noise density with 5×5 mask blurring) | TPN | 6815 | 6912 | 6867 | 6672 |
FPN | 14803 | 2617 | 1440 | 778 |
TNN | 103147 | 115333 | 116510 | 117172 |
FNN | 235 | 138 | 183 | 378 |
Np | 7050 | 7050 | 7050 | 7050 |
Nn | 117950 | 117950 | 117950 | 117950 |
N | 125000 | 125000 | 125000 | 125000 |
Simulated case (50% noise density with 7×7 mask blurring) | TPN | 5136 | 5047 | 4526 | 4945 |
FPN | 21274 | 2809 | 710 | 874 |
TNN | 98417 | 116882 | 118981 | 118817 |
FNN | 173 | 262 | 783 | 364 |
Np | 5309 | 5309 | 5309 | 5309 |
Nn | 119691 | 119691 | 119691 | 119691 |
N | 125000 | 125000 | 125000 | 125000 |