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Performance of the Deep Learning Model in Detecting Retinal Hemorrhage
| Characteristic | CMAAI Data Set | Zhongshan Ophthalmic Center Data Set | Xudong Ophthalmic Hospital Data Set |
|---|---|---|---|
| AUC (95% CI) | 0.999 (0.999–1.000) | 0.998 (0.995–0.999) | 0.997 (0.994–0.999) |
| Sensitivity (95% CI), % | 98.9 (98.0–99.8) | 96.7 (93.5–99.9) | 97.6 (95.5–99.7) |
| Specificity (95% CI), % | 99.4 (99.1–99.7) | 98.7 (97.9–99.5) | 98.0 (97.1–98.9) |
| Accuracy (95% CI), % | 99.3 (99.0–99.6) | 98.4 (97.6–99.2) | 98.0 (97.2–98.8) |
