From: Deep learning for predicting refractive error from multiple photorefraction images
Methods | MAE (D) | Accuracy (%) | MAE (D) | Accuracy (%) | MAE (D) | Accuracy (%) |
---|---|---|---|---|---|---|
Spherical component | Cylindrical component | Spherical equivalent | ||||
Addition | 0.2818 | 83.06 | 0.1210 | 96.39 | 0.2593 | 85.98 |
Concatenation | 0.3663 | 74.02 | 0.1590 | 96.59 | 0.3196 | 78.19 |
AFF | 0.2443 | 87.05 | 0.0761 | 96.40 | 0.2109 | 89.00 |
LSTM | 0.1740 | 89.50 | 0.0702 | 96.70 | 0.1835 | 89.38 |