Skip to main content
. 2021 Jul 27;97(4):e369–e377. doi: 10.1212/WNL.0000000000012226

Figure 3. Performance (Area Under the Receiver Operating Characteristic [ROC] Curve) of the Deep Learning System (DLS) and the 3 Neuro-ophthalmologists in Classifying Papilledema Severity.

Figure 3

ROC curve representing the performance of the DLS, 3 neuro-ophthalmology graders, and the majority agreement among the 3 neuro-ophthalmologists (obtained when at least 2 graders agreed on the grade) in discriminating severe papilledema (SP) from mild to moderate papilledema (MP) on 214 fundus photographs (92 MP and 122 SP). The optimal performance of the DLS (blue dot) was calculated with the Youden index for best cutoff between sensitivity and specificity.