TABLE 4. Segmentation Performance of Standard Unet++ and its Variant [Xnet With Batch Normalisation].
Aorta and coronary artery | Coronary artery only | ||||||
---|---|---|---|---|---|---|---|
DSC (average) | Training | Validation | Test | Training | Validation | Test | |
Standard Unet++ (L1) | 27.47% | 26.95% | 24.14% | 51.48% | 50.62% | 48.14% | |
Standard Unet++ (L4) | 27.47% | 26.95% | 24.14% | 51.48% | 50.62% | 48.14% | |
Unet++ [Xnet/BN] (L4) | 85.81% | 79.61% | 86.27% | 86.67% | 76.27% | 78.11% |