Computer-Aided Diagnosis of COVID-19 CT Scans Based on Spatiotemporal Information Fusion

Table 5

The test result of the 10 datasets.

Data	Test	AUC (95%CI)	Pre (95%CI)	Rec (95%CI)	F1
Dataset1	X4X5	93.8 ± 3.0	95.2 ± 2.7	95.9 ± 2.5	0.955
Dataset2	X3X5	95.0 ± 2.7	98.1 ± 1.7	94.6 ± 2.8	0.963
Dataset3	X3X4	95.5 ± 2.6	96.4 ± 2.3	97.0 ± 2.1	0.967
Dataset4	X2X5	93.0 ± 3.2	96.9 ± 2.2	92.8 ± 3.3	0.948
Dataset5	X2X4	94.7 ± 2.8	95.8 ± 2.5	96.4 ± 2.3	0.961
Dataset6	X2X3	92.6 ± 3.3	96.8 ± 5.5	92.2 ± 3.3	0.944
Dataset7	X1X5	95.0 ± 2.7	96.4 ± 2.3	96.4 ± 2.3	0.964
Dataset8	X1X3	96.3 ± 2.7	97.6 ± 2.3	97.0 ± 2.3	0.973
Dataset9	X1X2	94.7 ± 2.4	97.5 ± 1.9	94.6 ± 2.1	0.960
Dataset10	X1X4	95.1 ± 2.8	96.4 ± 2.0	96.4 ± 2.8	0.964
Avg.		94.6 ± 2.8	96.7 ± 2.2	95.3 ± 2.7	0.960