Comparison of prediction performance for 100 randomly selected test set samples
| Clinical Evaluation | ResNet-50 | Reader 1 | Reader 2 | Reader 3 | All Readers |
|---|---|---|---|---|---|
| Accuracy | 96.00% | 90.00% | 86.00% | 89.00% | 90.00% |
| Sensitivity | 95.83% | 85.42% | 77.08% | 87.50% | 85.42% |
| Specificity | 96.15% | 94.23% | 94.23% | 90.38% | 94.23% |
| PPV | 95.83% | 93.18% | 92.50% | 89.36% | 93.18% |
| NPV | 96.15% | 87.50% | 81.67% | 88.68% | 87.50% |
| Time | 0:03 min | 8:00 min | 9:30 min | 6:58 min | 24:28 min |