Table 2.
AUC | 95% confidence interval | Sig. | Cutoff value | Sensitivity | Specificity | |
---|---|---|---|---|---|---|
Training cohort | ||||||
Diagnosis of different types of LC | ||||||
Model LC | 0.926 | 0.886–0.965 | <0.001 | 0.663 | 0.837 | 0.875 |
ECA | 0.859 | 0.787–0.931 | <0.001 | 0.018 | 0.894 | 0.775 |
RCA120 | 0.881 | 0.830–0.931 | <0.001 | 0.021 | 0.772 | 0.875 |
HHL | 0.870 | 0.809–0.931 | <0.001 | 0.023 | 0.878 | 0.750 |
MAL-II | 0.866 | 0.798–0.934 | <0.001 | 0.025 | 0.837 | 0.825 |
PHA-E+L | 0.810 | 0.737–0.834 | <0.001 | 0.061 | 0.683 | 0.825 |
Model ADC | 0.776 | 0.690–0.862 | <0.001 | 0.544 | 0.787 | 0.729 |
DBA | 0.634 | 0.532–0.735 | 0.013 | 0.052 | 0.520 | 0.729 |
PHA-E | 0.634 | 0.529–0.738 | 0.013 | 0.016 | 0.720 | 0.583 |
Model SCC | 0.649 | 0.548–0.749 | 0.006 | 0.614 | 0.641 | 0.644 |
Model SCLC | 0.846 | 0.765–0.926 | <0.001 | 0.804 | 0.710 | 0.867 |
STL | 0.652 | 0.552–0.752 | 0.013 | 0.019 | 0.591 | 0.700 |
BS-I | 0.618 | 0.501–0.735 | 0.052 | 0.018 | 0.785 | 0.467 |
Diagnosis of different stages of LC | ||||||
Model LC | 0.962 | 0.935–0.989 | <0.001 | 0.666 | 0.908 | 0.875 |
ECA | 0.893 | 0.827–0.959 | <0.001 | 0.018 | 0.949 | 0.775 |
RCA120 | 0.915 | 0.833–0.951 | <0.001 | 0.019 | 0.735 | 1.000 |
HHL | 0.892 | 0.870–0.960 | <0.001 | 0.023 | 0.908 | 0.750 |
Model LC-ES | 0.941 | 0.899–0.983 | <0.001 | 0.753 | 0.818 | 0.937 |
PTL-II | 0.702 | 0.587–0.816 | 0.001 | 0.025 | 0.939 | 0.406 |
PWM | 0.791 | 0.694–0.888 | <0.001 | 0.017 | 0.697 | 0.750 |
LCA | 0.708 | 0.593–0.823 | 0.001 | 0.016 | 0.742 | 0.687 |
WGA | 0.709 | 0.599–0.819 | 0.001 | 0.031 | 0.909 | 0.406 |
Validation cohort | ||||||
Diagnosis of different types of LC | ||||||
Model LC | 0.961 | 0.929–0.994 | <0.001 | 0.754 | 0.918 | 0.939 |
Model ADC | 0.619 | 0.488–0.750 | 0.079 | 0.569 | 0.706 | 0.586 |
Model SCC | 0.693 | 0.567–0.820 | 0.004 | 0.578 | 0.800 | 0.667 |
Model SCLC | 0.718 | 0.585–0.851 | 0.004 | 0.728 | 0.721 | 0.684 |
Diagnosis of different stages of LC | ||||||
Model LC | 0.935 | 0.885–0.984 | <0.001 | 0.658 | 0.906 | 0.879 |
Model LC-ES | 0.856 | 0.762–0.950 | <0.001 | 0.668 | 0.829 | 0.810 |