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Table 2 Predictive performance of the CT diagnostic criteria and generated classifiers

From: Preoperative assessment of lymph node metastasis in Colon Cancer patients using machine learning: a pilot study

ModelsDatasetAccuracy (%)Sensitivity (%)Specificity (%)AUC ± 95% CI
Clinical modelTraining65.3883.8747.130.703 ± 0.03
Test62.8284.6241.030.772 ± 0.05
Patient-demographic modelTraining67.3162.5871.970.706 ± 0.03
Test73.0869.2376.920.773 ± 0.05
Radiomic-derived modelTraining81.0983.8778.340.882 ± 0.02
Test79.4974.3684.620.825 ± 0.05