Table 2.

Performance of Ophthalmologists on a Subset of the Full Testing Sets of Spectral Domain OCT Scans

Method	Data	Accuracy	F1 Score	Sensitivity	Specificity
Ophthalmologists	Volume	0.960	0.957	0.918	1.00
	B-scans	0.957	0.954	0.912	1.00
	Region	0.890	0.874	0.776	1.00
Med-XAI-Net		0.910	0.905	0.860	0.960

The table shows the full volume scan (first row), 5 B-scans selected by Med-XAI-Net from the volume scan (second row), 1 region of 1 B-scan selected by Med-XAI-Net from the volume scan (third row), and performance of Med-XAI-Net on the full volume scan (fourth row). In total, 100 volume scans are from the testing sets, comprising 50 negative and 50 positive cases.