Table 1.
Testing accuracy of full semantic segmentation model
Mean AUC (SD) | DICE | Accuracy | |
---|---|---|---|
Overall | 0.945 (0.042) (micro) | 0.888 | 0.799 |
Tumor | 0.941 (0.058) | 0.851 | 0.804 |
Stroma | 0.881 (0.056) | 0.800 | 0.824 |
Inflammatory | 0.917 (0.150) | 0.712 | 0.743 |
Necrosis | 0.864 (0.237) | 0.723 | 0.872 |
Other | 0.885 (0.129) | 0.666 | 0.670 |