Research Article

Using the K-Nearest Neighbor Algorithm for the Classification of Lymph Node Metastasis in Gastric Cancer

Table 3

Univariate analyses of the features of gastric lymph node metastasis venous phase.

No.FeatureMean Standard 1 2 AUCSUIG
NegativePositive

1940 keV 0.0000.0870.2820.6840.0700.072
2050 keV 0.0000.1020.2690.6730.0700.072
2160 keV 0.0000.1350.2470.6530.0860.092
2270 keV 0.0000.2090.2090.6200.1060.104
2380 keV 0.0000.4810.1180.5590.1100.122
2490 keV 0.0000.9490.0110.5350.0180.018
25100 keV 0.0000.781−0.0470.5620.0180.020
26110 keV 0.0030.611−0.0850.5990.0110.011
27120 keV 0.0120.521−0.1070.6130.0110.011
28130 keV 0.0280.461−0.1230.6130.0110.011
29140 keV 0.0520.423−0.1340.6260.0180.019
30Effective-Z 0.0000.0810.2860.6800.0870.088
31Calcium-Iodine 0.6510.254−0.1900.6430.0250.026
32Calcium-Water 0.0000.0930.2760.6730.0860.087
33Iodine-Calcium 0.0050.1590.2330.6500.0370.042
34Iodine-Water 0.0000.0840.2840.6670.0740.073
35Water-Calcium 0.0110.162−0.2310.6570.0370.042
36Water-Iodine 0.6310.270−0.1840.6360.0110.011