Table 3.
shows results of time-dependent reclassification analysis for the clinical, radiomics, and combined clinical-radiomic model based on repeated nested cross validation results (test sets within the outer folds)
Models to compare | Improvement in sensitivitiy | Improvement in specificity | Integrated discrimination improvement index | p-value | Net reclassification improvement index | p-value |
---|---|---|---|---|---|---|
M0: clinical signature M1: radiomic signature |
0.263 | 0.083 | 0.346 | 0.221 | 0.397 | <0.005 |
M0: clinical signature M1: clinical-radiomic signature |
0.778 | −0.012 | 0.766 | 0.027 | 0.726 | <0.005 |
M0: clinical-radiomic signature M1: radiomic signature |
−0.515 | 0.095 | −0.420 | 0.074 | −0.315 | <0.005 |