Research Article
[Retracted] Design of Intelligent Diagnosis and Treatment System for Ophthalmic Diseases Based on Deep Neural Network Model
Table 8
Performance metrics for the third stage of the full classification problem using the original images (50-layer residual network).
| Classification issues | Acc | Sensitivity | Specificity |
| 1 | 0.6668 ± 0.1483 | 0.5920 ± 0.4134 | 0.7186 ± 0.3171 | 2 | 0.8500 ± 0.0374 | 1 ± 0 | 0.1468 ± 0.2541 | 3 | 0.8125 ± 0.0779 | 0.9119 ± 0.0825 | 0.6756 ± 0.2605 | 4 | 0.7282 ± 0.1640 | 0.26 ± 0.6 | 0.8298 ± 0.3029 | 5 | 0.6095 ± 0.3356 | 0.7 ± 0.4203 | 0.6028 ± 0.4396 | 6 | 0.7047 ± 0.2035 | 0.9851 ± 0.0181 | 0.9903 ± 0.6605 | 7 | 0.4721 ± 0.2132 | — | — | 8 | 0.7234 ± 0.1521 | 0.5393 ± 0.3103 | 0.9137 ± 0.0898 | 9 | 0.8137 ± 0.0778 | 0.9119 ± 0.0825 | 0.7728 ± 0.0989 | 10 | 0.8776 ± 0.0695 | — | — |
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