Table 1.
Comparison of classification results for detecting DR and DMO with reported state-of-the-art methods.
Author | Retinopathy | AUC (95% CI) | Sen (95% CI) | Spe (95% CI) |
---|---|---|---|---|
Sahlsten et al. [26] | DR | 0.967 (0.955–0.976) | 0.859 (0.826–0.888) | 0.971 (0.956–0.982) |
DMO | 0.946 (0.932–0.958) | 0.597 (0.530–0.662) | 0.992 (0.984–0.996) | |
Abbas et al. [27] | DR | 0.924 | 0.922 | 0.945 |
DMO | N/A | N/A | N/A | |
Gonza̒lez-Gonzalo et al. [28] | DR | 0.975 | 0.920 | 0.921 |
DMO | 0.927 | 0.858 | 0.860 | |
Ours | DR | 0.977 (0.974–0.981) | 0.923 (0.917–0.925) | 0.947 (0.937–0.954) |
DMO | 0.948 (0.943–0.951) | 0.886 (0.881–0.892) | 0.908 (0.898–0.912) |
DR diabetic retinopathy, DMO diabetic macular oedema, AUC Area Under Curve, CI confidence interval, Sen Sensitivity, Spe Specificity.