Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Results on the test set for models evaluated.
| Model | Sensitivity | Specificity | Accuracy | AUC |
|---|---|---|---|---|
| Baseline | 74.6% | 80.4% | 76.4% | 0.854 |
| Baseline + Augmentation | 80.2% | 81.4% | 78.8% | 0.884 |
| VGG16 | 75.3% | 82.6% | 76.5% | 0.862 |
| Baseline + Nucleus U-net | 75.4% | 86.6% | 77.7% | 0.887 |
| Baseline + Mitosis U-net | 74.2% | 86.9% | 79.9% | 0.882 |
| Baseline + Epithelium U-net | 80.0% | 82.3% | 79.3% | 0.895 |
| Baseline + Tubule U-net | 76.1% | 86.9% | 76.1% | 0.870 |
| ConcatNet (+all U-nets) | 82.0% | 87.8% | 84.1% | 0.924 |
