Table 12.

Results obtained by using the LL imaginary sub-band 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	146,4	3,6	77,4	2,6	0,9760	0,9675	0,9730	0,9792	0,9972	0,6033
	With LBP	145,6	4,4	73,6	6,4	0,9707	0,9200	0,9530	0,9643	0,9889	0,5979
	Pipeline-1	147,8	2,2	77,0	3,0	0,9853	0,9625	0,9774	0,9827	0,9980	12,012
	Pipeline-2	146,6	3,4	77,4	2,6	0,9773	0,9675	0,9739	0,9799	0,9981	12,012
	Pipeline-3	148,2	1,8	76,4	3,6	0,9880	0,9550	0,9765	0,9821	0,9985	12,012
	Pipeline-4	146,0	4,0	78,0	2,0	0,9733	0,9750	0,9739	0,9799	0,9977	12,012
Second CNN Architecture	Without LBP	141,0	9,0	77,2	2,8	0,9400	0,9650	0,9487	0,9599	0,9803	12,156
	With LBP	143,6	6,4	60,2	19,8	0,9573	0,7525	0,8861	0,9167	0,9645	12,086
	Pipeline-1	146,8	3,2	75,8	4,2	0,9787	0,9475	0,9678	0,9754	0,9923	24,243
	Pipeline-2	143,0	7,0	77,4	2,6	0,9533	0,9675	0,9583	0,9675	0,9909	24,243
	Pipeline-3	146,8	3,2	74,8	5,2	0,9787	0,9350	0,9635	0,9722	0,9898	24,243
	Pipeline-4	141,0	9,0	78,2	1,8	0,9400	0,9775	0,9530	0,9631	0,9849	24,243