Table 10.

The ROC curve of different models of SVM-classifier in the validation cohort.

Classifiers	Model	AUC	95% CI	Sensitivity	Specificity
SVM	T1WI	0.629	0.409 - 0.815	1.000	0.429
	T2WI	0.829	0.621 - 0.950	0.800	0.786
	CE-T1WI	0.771	0.556 - 0.916	1.000	0.500
	T1WI+T2WI	0.879	0.681 - 0.975	0.800	0.857
	T1WI+CE-T1WI	0.643	0.423 - 0.826	0.800	0.500
	T2WI+CE-T1WI	0.829	0.621 - 0.950	0.800	0.786
	T1WI+T2WI+CE-T1WI	0.929	0.746 - 0.993	0.900	0.857

T1WI, T1-weighted imaging; T2WI, T2-weighted imaging; AUC, area under curve; 95% CI, 95% confidence interval; SVM, support vector machine.