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Table 5 The specific parameters of radiomics model

From: Assessing the inflammatory severity of the terminal ileum in Crohn disease using radiomics based on MRI

 

Precision

AUC (95%CI)

Sensitivity

Specificity

F1-score

Recall

PPV

NPV

Training

0.784

0.872 (0.789–0.965)

0.741

0.809

0.714

0.741

0.690

0.844

Validation

0.762

0.824 (0.612–1.000)

0.667

0.889

0.762

0.667

0.889

0.667

Ex-val

0.727

0.800 (0.649–0.954)

0.729

0.731

0.744

0.762

0.727

0.546

  1. EX-val External validation, AUC Area under the ROC curve, PPV Positive predictive value, NPV negative predictive value