Table 13.

Results obtained using 24-layer 3-D CNN for COVID-19 Pneumonia/Viral Pneumonia classification

Method	TP	FN	TN	FP	SEN	SPE	ACC	F-1	AUC	CPU time
(Original) × 24	3386	19	1478	15	0.99442	0.98995	0.99306	0.99500	0.99922	4.06504
(LBP) × 24	3388	17	1466	27	0.99501	0.98192	0.99102	0.99355	0.99956	3.97470
(LE) × 24	3387	18	1472	21	0.99471	0.98593	0.99204	0.99428	0.99940	3.98068
(Original + LBP) × 12	3390	15	1473	20	0.99559	0.98660	0.99285	0.99486	0.99960	4.04915
(Original + LE) × 12	3387	18	1477	16	0.99471	0.98928	0.99306	0.99501	0.99962	4.08911
(Original + LBP + LE) × 8	3390	15	1476	17	0.99559	0.98861	0.99347	0.99530	0.99963	4.09530

The highest results obtained are marked in bold