Research Article
[Retracted] Design of Intelligent Diagnosis and Treatment System for Ophthalmic Diseases Based on Deep Neural Network Model
Table 5
Classification results of the third stage of this system using the 50-layer residual network.
| Classification issues | Acc | Sensitivity | Specificity |
| 1 | 0.8488 ± 0.0133 | 0.8763 ± 0.0431 | 0.7608 ± 0.0813 | 2 | 0.9768 ± 0.0201 | 0.8742 ± 0.0862 | 0.9954 ± 0.0096 | 3 | 0.7908 ± 0.0376 | 0.8739 ± 0.0345 | 0.642 ± 0.0963 | 4 | 0.9033 ± 0.0193 | 0.8838 ± 0.1708 | 0.5908 ± 0.1173 | 5 | 0.9147 ± 0.0151 | 0.9436 ± 0.0103 | 0.5000 ± 0.1022 | 6 | 0.9893 ± 0.0106 | 0.9851 ± 0.0178 | 0.9903 ± 0.6605 | 7 | 0.9745 ± 0.0097 | — | — | 8 | 0.9148 ± 0.0196 | 0.9192 ± 0.0614 | 0.9152 ± 0.0343 | 9 | 0.9085 ± 0.0392 | 0.9286 ± 0.0633 | 0.8554 ± 0.0997 | 10 | 0.9371 ± 0.0509 | — | — |
|
|