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. 2021 Jul 1;36(7):1433–1441. doi: 10.1038/s41433-021-01552-8

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.