Table 10.

Results obtained by using the LL real 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	146,6	3,4	77,4	2,6	0,9773	0,9675	0,9739	0,9800	0,9983	0,6090
	With LBP	146,0	4,0	72,6	7,4	0,9733	0,9075	0,9504	0,9624	0,9890	0,6252
	Pipeline-1	149,0	1,0	77,4	2,6	0,9933	0,9675	0,9843	0,9881	0,9988	12,342
	Pipeline-2	147,0	3,0	77,4	2,6	0,9800	0,9675	0,9757	0,9813	0,9989	12,342
	Pipeline-3	149,2	0,8	76,6	3,4	0,9947	0,9575	0,9817	0,9862	0,9990	12,342
	Pipeline-4	146,4	3,6	78,2	1,8	0,9760	0,9775	0,9765	0,9819	0,9986	12,342
Second CNN Architecture	Without LBP	141,8	8,2	77,8	2,2	0,9453	0,9725	0,9548	0,9646	0,9934	12,146
	With LBP	141,2	8,8	63,6	16,4	0,9413	0,7950	0,8904	0,9183	0,9580	12,339
	Pipeline-1	146,6	3,4	77,6	2,4	0,9773	0,9700	0,9748	0,9806	0,9963	24,485
	Pipeline-2	144,0	6,0	78,0	2,0	0,9600	0,9750	0,9652	0,9729	0,9962	24,485
	Pipeline-3	147,4	2,6	77,2	2,8	0,9827	0,9650	0,9765	0,9820	0,9961	24,485
	Pipeline-4	141,0	9,0	78,2	1,8	0,9400	0,9775	0,9530	0,9631	0,9944	24,485