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SCC detection results, obtained from ROC curves using all histological images’ patch-level statistics
| No. Patients (No. Slides) | No. Patches | AUC | Accuracy | Sensitivity | Specificity | |
|---|---|---|---|---|---|---|
| Training | N = 45 (91) | 265,978 | 0.992 | 95.8% | - | - |
| Validation | N = 13 (35) | 374,700 | 0.913 | 83.7% | 84.0% | 83.3% |
| Testing | N = 26 (69) | 1,061,757 | 0.920 | 85.8% | 86.8% | 84.8% |
