Table 3. Index results of segmentation in the left ventricle.
Model | DSC | DSC(std) | AUC | F1-score | JSC |
---|---|---|---|---|---|
SegNet | 0.7585 | 0.07 | 0.8053 | 0.84867 | 0.6834 |
Deeplabv3 | 0.7865 | 0.09 | 0.8368 | 0.7062 | 0.7112 |
U-Net | 0.8335 | 0.05 | 0.8246 | 0.8523 | 0.7709 |
Ours | 0.9035 | 0.03 | 0.9123 | 0.8911 | 0.8463 |