Configuration | Metric | |||||||
---|---|---|---|---|---|---|---|---|
Original | Improved | Risk loss | Dice loss | IoU | Dice | accuracy | specificity | precision |
✓ | ✓ | ✓ | 0.7883 | 0.8816 | 0.9842 | 0.9918 | 0.8849 | |
✓ | ✓ | ✓ | 0.7821 | 0.8778 | 0.9837 | 0.9916 | 0.8824 | |
✓ | ✓ | ✓ | 0.7715 | 0.8710 | 0.9830 | 0.9923 | 0.8902 | |
✓ | ✓ | 0.7502 | 0.8573 | 0.9790 | 0.9821 | 0.7903 | ||
✓ | ✓ | ✓ | 0.7723 | 0.8715 | 0.9824 | 0.9893 | 0.8565 | |
✓ | ✓ | ✓ | 0.7843 | 0.8791 | 0.9838 | 0.9917 | 0.8834 | |
✓ | ✓ | ✓ | 0.7668 | 0.8680 | 0.9812 | 0.9855 | 0.8206 | |
✓ | ✓ | ✓ | ✓ | 0.8011 | 0.8896 | 0.9852 | 0.9924 | 0.8941 |