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. 2021 Oct 22;11:752158. doi: 10.3389/fonc.2021.752158

Table 5.

Comparison of the performance of the models.

Model Training set (n = 198) Test set (n = 86)
AUC (95% CI) p-value (vs. CSRN) ACC SEN SPE NPV PPV AUC (95% CI) p-value vs. CSRN ACC SEN SPE NPV PPV
CSRN 0.905 (0.863–0.9472) 0.854 0.884 (0.813–0.935) 0.81 (0.699–0.887) 0.816 (0.717–0.893) 0.877 (0.800–0.931) 0.895 (0.828–0.962) 0.826 0.788 (0.653–0.889) 0.882 (0.725–0.967) 0.732 (0.579–0.914) 0.911 (0.783–0.957)
TRM 0.762 (0.695–0.829) 0.0004** 0.689 0.636 (0.544–0.722) 0.77 (0.656–0.855) 0.573 (0.478–0.707) 0.811 (0.713–0.864) 0.701 (0.588–0.814) 0.004** 0.686 0.635 (0.490–0.764) 0.765 (0.588–0.893) 0.578 (0.430–0.778) 0.805 (0.645–0.885)
TbRM 0.829 (0.771–0.888) 0.039* 0.773 0.818 (0.738–0.882) 0.701 (0.586–0.800) 0.711 (0.605–0.807) 0.812 (0.722–0.878) 0.769 (0.671–0.867) 0.039* 0.709 0.635 (0.490–0.764) 0.84 (0.655–0.932) 0.596 (0.449–0.813) 0.846 (0.691–0.911)
CSM 0.828 (0.769–0.887) 0.037* 0.808 0.909 (0.843–0.954) 0.649 (0.53–0.755) 0.820 (0.710–0.883) 0.803 (0.714–0.894) 0.761 (0.658–0.863) 0.033* 0.767 0.769 (0.632–0.875) 0.765 (0.588–0.893) 0.684 (0.527–0.847) 0.833 (0.687–0.913)
TCTbRM 0.860 (0.807–0.913) 0.072 0.808 0.785 (0.701–0.855) 0.844 (0.744–0.917) 0.714 (0.616–0.836) 0.888 (0.809–0.927) 0.817 (0.723–0.910) 0.046* 0.791 0.885 (0.766–0.956) 0.647 (0.46–0.803) 0.786 (0.610–0.890) 0.793 (0.645–0.917)

ACC, accuracy; SEN, sensitivity; SPE, specificity; NPV, negative predictive value; PPV, positive predictive value.

*Indicates significant difference after the DeLong test.

*p< 0.05, **p < 0.01.