Table 4. The results of comparison indees of the improved dilation convolution experiment and the traditional dilation convolution experiment.
Method | ACC | DC | Sen | Sp | Pc | AUC | F1 | Sm | Eα | MAE |
---|---|---|---|---|---|---|---|---|---|---|
UNET | 0.9696 | 0.7998 | 0.8052 | 0.9957 | 0.8247 | 0.9347 | 0.8154 | 0.8400 | 0.9390 | 0.0088 |
DD-UNET | 0.9697 | 0.7757 | 0.7402 | 0.9971 | 0.8622 | 0.9214 | 0.7923 | 0.8401 | 0.9312 | 0.0094 |
DID-UNET | 0.9700 | 0.8023 | 0.7987 | 0.9964 | 0.8425 | 0.9549 | 0.8241 | 0.8447 | 0.9374 | 0.0084 |