Table 2.
Comparison of image translation and segmentation accuracy (average value ± standard deviation) of DC for SUSAN at different weights of the segmentation branch for the two clinical MR image datasets.
Dataset | Weight of Segmentation Branch | FCN-Score | Dice Coefficient | |||
---|---|---|---|---|---|---|
Femur Bone | Tibia Bone | Femoral Cartilage | Tibial Cartilage | |||
PD-FSE | 0.5 | 0.71 ± 0.02 | 0.93 ± 0.01 | 0.93 ± 0.01 | 0.63 ± 0.02 | 0.62 ± 0.05 |
5 | 0.74 ± 0.03 | 0.97 ± 0.01 | 0.95 ± 0.00 | 0.66 ± 0.03 | 0.65 ± 0.06 | |
10 | 0.73 ± 0.03 | 0.97 ± 0.01 | 0.93 ± 0.01 | 0.65 ± 0.03 | 0.64 ± 0.05 | |
T2-FSE | 0.5 | 0.75 ± 0.03 | 0.92 ± 0.01 | 0.90 ± 0.02 | 0.79 ± 0.02 | 0.71 ± 0.05 |
5 | 0.80 ± 0.05 | 0.95 ± 0.01 | 0.93 ± 0.02 | 0.81 ± 0.02 | 0.75 ± 0.06 | |
10 | 0.78 ± 0.05 | 0.94 ± 0.00 | 0.93 ± 0.03 | 0.82 ± 0.02 | 0.75 ± 0.04 |