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Table 3 Performance of LASSO models in train and validation cohort

From: Intratumoral and peritumoral MRI-based radiomics prediction of histopathological grade in soft tissue sarcomas: a two-center study

Model

Sensitive

Specificity

Accuracy

PPV

NPV

Train cohort

 Model_TMV

0.79

0.72

0.76

0.75

0.76

 Model_PTV

0.80

0.73

0.77

0.77

0.76

 Model_TM-PTV

0.89

0.81

0.86

0.84

0.88

Validation cohort

 Model_TMV

0.64

0.81

0.71

0.82

0.63

 Model_PTV

0.68

0.86

0.76

0.86

0.67

 Model_TM-PTV

0.72

0.95

0.82

0.95

0.70

  1. PPV positive predictive value, NPV negative predictive value