Table 6 Comparison of DR detection on the DR2 dataset
From: Convolutional bag of words for diabetic retinopathy detection from eye fundus images
Method | AUC |
|---|---|
Pires et al. (2014) [6] | 94% |
Dense SURF | 95% ± 1% |
Sparse SURF | 97% ± 1% |
Dense CNN | 97% |
From: Convolutional bag of words for diabetic retinopathy detection from eye fundus images
Method | AUC |
|---|---|
Pires et al. (2014) [6] | 94% |
Dense SURF | 95% ± 1% |
Sparse SURF | 97% ± 1% |
Dense CNN | 97% |