Table 2. The experimental results in the data set of West China Hospital of Sichuan University.
Model | DSC | DSC(std) | AUC | F1-score | JSC |
---|---|---|---|---|---|
SegNet | 0.7362 | 0.07 | 0.78233 | 0.8321 | 0.6315 |
Deeplabv3 | 0.7746 | 0.08 | 0.8560 | 0.7613 | 0.6859 |
U-Net | 0.8034 | 0.04 | 0.8742 | 0.8124 | 0.7386 |
Ours | 0.8923 | 0.02 | 0.9510 | 0.93145 | 0.8378 |