Epilepsy Detection Based on Variational Mode Decomposition and Improved Sample Entropy

Table 5

Significance difference of signals in the same brain region (P-value).

Region	Type	IMF 1	IMF 2	IMF 3	IMF 4	IMF 5	IMF 6
Forehead region (FP1F3–FP2F4)	Denoisednoisy	2.6510^−4	8.8710^−12	8.8910^−6	0.75	2.310^−7	2.8210^−8
		4.9810^−4	5.210^−11	5.010^−6	0.5064	3.010^−7	6.310^−9
Left temporal region (F7T7–T7P7)	Denoisednoisy	2.7510^−6	4.6210^−9	2.410^−5	6.310^−4	0.0016	1.3610^−6
		9.610^−8	4.010^−9	8.6310^−5	0.0025	2.010^−5	4.510^−13
Right temporal region (F8T8–T8P8)	Denoisednoisy	0.3533	0.0113	0.2365	0.2265	7.8910^−23	8.9510^−53
		0.443	0.0125	0.2564	0.1812	8.510^−23	2.510^−53
Occipital region (P7O1–P4O2)	Denoisednoisy	1.4910^−5	7.0410^−10	0.0193	0.0034	3.710^−12	7.4810^−43
		5.010^−5	1.2410^−10	0.0279	0.0254	2.2710^−11	4.2910^−45
Hippocampus region (FZCZ–CZPZ)	Denoisednoisy	6.4210^−4	3.4410^−4	1.5310^−8	0.0011	6.8510^−14	0.2568
		9.9810^−5	1.8010^−7	3.3610^−6	0.0038	6.1810^−12	0.2082