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. 2022 Nov 21;3(2):100259. doi: 10.1016/j.xops.2022.100259

Figure 3.

Figure 3

Receiver operating characteristic (ROC) curves of models performance for diabetes mellitus (DM), diabetic retinopathy (DR), and referable DR (R-DR) diagnosis. Left column: ROC curves for DM diagnosis detailed by models. Central column: ROC curves for DR diagnosis detailed by models. Right column: ROC curves for R-DR diagnosis detailed by models. Top row: example of a linear model (linear discriminant analysis [LDA]). Bottom row: example of a nonlinear model (Support Vector Classifier–radial basis function [rbf]). AUC = area under the curve; FR = fundus retinography; OCTA = OCT angiography.