From: CT-based multi-phase Radiomic models for differentiating clear cell renal cell carcinoma
Phase | Model | Cut-off value | AUC(95%CI) | Sensitivity | Specificity | PPV | NPV | Accuracy | MCC | F1 score |
---|---|---|---|---|---|---|---|---|---|---|
CMP | Model1 | 0.639 | 0.823 (0.745–0.901) | 0.797 | 0.759 | 0.903 | 0.600 | 0.787 | + 0.557 | 0.791 |
Model 2 | 1.500 | 0.887 (0.828–0.945) | 0.875 | 0.792 | 0.515 | 0.963 | 0.809 | + 0.601 | 0.835 | |
Model 3 | 0.718 | 0.891 (0.824–0.957) | 0.892 | 0.812 | 0.953 | 0.656 | 0.877 | + 0.637 | 0.936 | |
NP | Model1 | 0.302 | 0.784 (0.680–0.889) | 0.881 | 0.630 | 0.867 | 0.675 | 0.812 | + 0.548 | 0.844 |
Model 2 | 1.179 | 0.826 (0.752–0.901) | 0.908 | 0.594 | 0.869 | 0.507 | 0.803 | + 0.598 | 0.838 | |
Model 3 | 0.853 | 0.900 (0.837–0.963) | 0.808 | 0.875 | 0.961 | 0.538 | 0.821 | + 0.625 | 0.897 | |
EP | Model1 | 0.927 | 0.748 (0.647–0.849) | 0.664 | 0.759 | 0.883 | 0.462 | 0.690 | + 0.297 | 0.718 |
Model 2 | 1.362 | 0.776 (0.694–0.859) | 0.700 | 0.750 | 0.915 | 0.384 | 0.710 | + 0.376 | 0.759 | |
Model 3 | 0.737 | 0.864 (0.783–0.945) | 0.846 | 0.812 | 0.953 | 0.571 | 0.840 | + 0.627 | 0.915 |