Table 3.
Diagnostic Performance of the ResNet Attention Model With Fine-Tuned Parameters in the Test Set of the Model Development Part (Set 1) and in the External Validation Part (Set 2)
| Data | Image-Level Performance | Patient-Level Performance | |||||
|---|---|---|---|---|---|---|---|
| AUC | F1 Score | Sensitivity | Specificity | F1 Score | Sensitivity | Specificity | |
| Test set in model development data | 0.77 | 0.66 | 0.66 | 0.74 | 0.83 | 1.00 | 0.60 | 
| External validation | 0.81 | 0.76 | 0.69 | 0.79 | 0.83 | 0.85 | 0.71 |