From: General deep learning model for detecting diabetic retinopathy
DataBase | Accuracy (%) | Sensitivity (%) | Specificity (%) | Precision (%) |
---|---|---|---|---|
Train & validation set | ||||
EyePACs | 85.00 | 84.89 | 85.29 | 94.17 |
Test set | ||||
DIARETDB0 | 85.38 | 100 | 82.73 | 51.28 |
DIARETDB1 | 84.27 | 100 | 83.53 | 22.22 |
e-ophtha | 85.75 | 89.18 | 81.03 | 86.59 |
MESSIDOR | 86.73 | 91.39 | 83.12 | 80.74 |
DRIVER | 92.50 | 93.94 | 85.71 | 96.88 |