MIC as an Appropriate Method to Construct the Brain Functional Network

Table 10

In the robustness comparison, MIC was ranked the second in the aspect of VC of degree centrality (DC); MIC had the best ranking in terms of entropy of important nodes. Overall, compared with other methods, MIC performed best in terms of robustness.

Approach	CF	PCF	MIC	MI	WCF	CH
VC of DC	3	1	2	4	5	6
Entropy of important nodes	2	5	1	3	4	6