Table 18.

Results obtained by using the LL real and imaginary sub-bands obtained by applying DT-CWT to the chest X-ray images (first training-test data set)

CNN Type	Method	TP	FN	TN	FP	SEN	SPE	ACC	F-1	AUC	CPU Time
First CNN Architecture	Without LBP	145,8	4,2	77,6	2,4	0,9720	0,9700	0,9713	0,9779	0,9970	0,8271
	With LBP	145,8	4,2	68,8	11,2	0,9720	0,8600	0,9330	0,9500	0,9883	0,8273
	Pipeline-1	148,2	1,8	77,2	2,8	0,9880	0,9650	0,9800	0,9847	0,9982	16,544
	Pipeline-2	147,0	3,0	78,0	2,0	0,9800	0,9750	0,9783	0,9833	0,9983	16,544
	Pipeline-3	148,4	1,6	76,4	3,6	0,9893	0,9550	0,9774	0,9828	0,9986	16,544
	Pipeline-4	145,6	4,4	78,4	1,6	0,9707	0,9800	0,9739	0,9798	0,9970	16,544
Second CNN Architecture	Without LBP	143,0	7,0	76,4	3,6	0,9533	0,9550	0,9539	0,9643	0,9902	14,416
	With LBP	142,6	7,4	67,2	12,8	0,9507	0,8400	0,9122	0,9340	0,9738	14,399
	Pipeline-1	148,0	2,0	77,4	2,6	0,9867	0,9675	0,9800	0,9847	0,9969	28,815
	Pipeline-2	144,2	5,8	77,4	2,6	0,9613	0,9675	0,9635	0,9717	0,9957	28,815
	Pipeline-3	148,0	2,0	75,6	4,4	0,9867	0,9450	0,9722	0,9789	0,9957	28,815
	Pipeline-4	143,0	7,0	78,2	1,8	0,9533	0,9775	0,9617	0,9701	0,9922	28,815