Table 2. Identification performance of models in IV and EV cohorts.
IV cohort | EV cohort | ||||||||
---|---|---|---|---|---|---|---|---|---|
FS3DU | FS3DU+H | FS3DU+A | FS3DU+H+A | FS3DU | FS3DU+H | FS3DU+A | FS3DU+H+A | ||
AUC (95% CI) | 0.898* (0.780, 1.000) | 0.938 (0.844, 1.000) | 0.950 (0.865, 1.000) | 0.969 (0.901, 1.000) | 0.798* (0.668, 0.928) | 0.849* (0.734, 0.964) | 0.892 (0.793, 0.991) | 0.957 (0.894, 1.000) | |
ACC (95% CI) | 0.840 (0.709, 0.928) | 0.940 (0.835, 0.988) | 0.920 (0.808, 0.978) | 0.960 (0.863, 0.995) | 0.800 (0.663, 0.900) | 0.880 (0.757, 0.955) | 0.920 (0.808, 0.978) | 0.940 (0.835, 0.988) | |
SEN (95% CI) | 0.838 (0.680, 0.938) | 0.946 (0.818, 0.993) | 0.919 (0.781, 0.983) | 0.973 (0.858, 0.999) | 0.862 (0.683, 0.961) | 0.966 (0.822, 0.999) | 0.966 (0.822, 0.999) | 0.966 (0.822, 0.999) | |
SPE (95% CI) | 0.846 (0.546, 0.981) | 0.923 (0.640, 0.998) | 0.923 (0.640, 0.998) | 0.923 (0.640, 0.998) | 0.714 (0.478, 0.887) | 0.762 (0.528, 0.918) | 0.857 (0.637, 0.970) | 0.905 (0.696, 10.988) | |
PPV (95% CI) | 0.939 (0.798, 0.993) | 0.972 (0.855, 0.999) | 0.971 (0.851, 0.999) | 0.973 (0.858, 0.999) | 0.806 (0.625, 0.926) | 0.848 (0.681, 0.949) | 0.903 (0.743, 0.980) | 0.933 (0.779, 0.992) | |
NPV (95% CI) | 0.647 (0.383, 0.858) | 0.857 (0.572, 0.982) | 0.800 (0.519, 0.957) | 0.923 (0.640, 0.998) | 0.789 (0.544, 0.940) | 0.941 (0.713, 0.999) | 0.947 (0.740, 0.999) | 0.950 (0.751, 0.999) | |
Speed (sec) | 10.76 | 10.76 | 10.76 | 10.76 | 10.76 | 10.76 | 10.76 | 10.76 |
Comparisons of the AUCs of model FS3DU+H+A among four subgroups were performed by Delong test. *, differences were significant when AUC of FS3DU+H+A were compared to other models (P<0.05). FS3DU = FS3DCEUS; FS3DU+A = FS3DCEUS+AFP; FS3DU+H = FS3DCEUS+Hepatitis; FS3DU+A+H = FS3DCEUS+AFP+Hepatitis. 95% CI, confidence interval of 95%; IV, internal validation; EV, external validation; AUC, the area under the receiver operating characteristic curve; ACC, accuracy; SEN, sensitivity; SPE, specificity; PPV, positive predictive value; NPV, negative predictive value; FS3D, Four-Stream three-dimensional.