Table 3.
Cross-validated results for automated detection of patients with positive cardiac uptake suggestive for ATTR
| AUC | Accuracy | Negative patients | Positive patients* | |||
|---|---|---|---|---|---|---|
| Precision | Recall | Precision | Recall | |||
| Linear | 0.88 | 0.97 | 0.99 | 0.98 | 0.59 | 0.79 |
| Residual | 0,89 | 0,97 | 0,99 | 0,98 | 0,58 | 0,81 |
| VGG16 | 0.77 | 0.98 | 0.98 | 1.00 | 0.81 | 0.54 |
| ResNet50 | 0.85 | 0.80 | 1.00 | 0.80 | 0.14 | 0.90 |
| InceptionV3 | 0.78 | 0.95 | 0.98 | 0.97 | 0.39 | 0.60 |
| MobileNet | 0.76 | 0.95 | 0.98 | 0.96 | 0.35 | 0.56 |
*Perugini grade ≥ 2