Table 15.

Results obtained using the LL, LH, HL real sub-bands obtained by applying DT-CWT to the chest X-ray images (second training-test data set)

CNN Type	Method	TP	FN	TN	FP	SEN	SPE	ACC	F-1	AUC	CPU Time
First CNN Architecture	Without LBP	145,4	4,6	322,8	3,2	0,9693	0,9902	0,9836	0,9739	0,9974	13,986
	With LBP	132,0	18,0	309,8	16,2	0,8800	0,9503	0,9282	0,8852	0,9807	14,043
	Pipeline-1	146,6	3,4	320,8	5,2	0,9773	0,9840	0,9819	0,9715	0,9979	28,029
	Pipeline-2	146,4	3,6	322,6	3,4	0,9760	0,9896	0,9853	0,9766	0,9982	28,029
	Pipeline-3	147,8	2,2	320,6	5,4	0,9853	0,9834	0,9840	0,9749	0,9986	28,029
	Pipeline-4	144,2	5,8	323,0	3,0	0,9613	0,9908	0,9815	0,9704	0,9970	28,029
Second CNN Architecture	Without LBP	144,6	5,4	323,4	2,6	0,9640	0,9920	0,9832	0,9730	0,9985	21,551
	With LBP	135,0	15,0	308,2	17,8	0,9000	0,9454	0,9311	0,8918	0,9828	21,720
	Pipeline-1	146,6	3,4	323,0	3,0	0,9773	0,9908	0,9866	0,9786	0,9987	43,271
	Pipeline-2	145,6	4,4	323,0	3,0	0,9707	0,9908	0,9845	0,9752	0,9989	43,271
	Pipeline-3	147,2	2,8	322,4	3,6	0,9813	0,9890	0,9866	0,9787	0,9987	43,271
	Pipeline-4	144,0	6,0	324,0	2,0	0,9600	0,9939	0,9832	0,9729	0,9987	43,271