Self-AttentionNeXt: Exploring schizophrenic optical coherence tomography image detection investigations

Table 6 Test results of the proposed Self-AttentionNeXt for the Mendeley dataset (Optical coherence tomography 2017 dataset), n (%)

Classes	Accuracy	Sensitivity	Specificity	Precision	F1-score	AUROC
CNV	95.87	99.59	95.59	88.28	93.59	97.59
DME		91.32	99.86	99.55	95.26	95.59
Drusen		93.39	100	100	96.58	96.69
Normal		99.17	99.04	97.17	98.16	99.10
Overall		95.87	98.63	96.25	95.90	97.25

CNV: Choroidal neovascularization; DME: Diabetic macular edema; AUROC: Area under the receiver operating characteristic.