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Table 2 Performance comparison of models before and after feature selection

From: Preoperative diagnosis and prediction of hepatocellular carcinoma: Radiomics analysis based on multi-modal ultrasound images

 

GM

GEM

GEVM

AUC

ACC

SENS

SPEC

AUC

ACC

SENS

SPEC

AUC

ACC

SENS

SPEC

BF

54

55

52

57

42

54

40

74

56

60

82

30

AF

88

82

80

83

89

84

85

83

94

88

91

86

  1. AUC area under the receiver operating characteristic curve, ACC accuracy, SENS sensitivity, SPEC specificity, GM gray-scale modality, GEM gray-scale and shear wave elastography modality, GEVM gray-scale, shear wave elastography and viscosity modality, BF before selection, AF after selection. The auc, acc, sens and spec are expressed as a percentage