TABLE 9.

Comparison of performance of binary classification AD against HC with state of the art methods using rs-fMRI.

Dataset	Feature measures	Classifier	Accuracy (%)	Reference
AD:77, HC: 173	Combination of FC matrices, FC dynamics, ALFF	AUC	85	de Vos et al., 2018
AD: 12, HC: 12	Difference between DMN and SN map	LDA	92	Zhou et al., 2010
AD: 34, HC: 45	Graph measures	Naïve Bayes	93.3	Khazaee et al., 2017
AD: 15, HC: 16	Averaged voxel intensities of core regions in resting state networks: DMN, DAN, VAN	Multivariate ROC	95	Wu et al., 2013