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Table 4 The prediction performance of the EL-ENE model and radiologists

From: Prediction of extranodal extension in head and neck squamous cell carcinoma by CT images using an evolutionary learning model

 

EL-ENE model

Radiologists

ENE Prediction

Metastatic Prediction

ENE Prediction

Metastatic Prediction

Training Set

Test Set

Training Set

Test Set

Test Set

Test Set

Accuracy

82.52%

80.00%

78.96%

77.50%

70.44%

73.79%

Sensitivity

79.15%

81.13%

66.77%

70.37%

75.64%

76.54%

Specificity

84.27%

79.44%

92.23%

84.81%

67.91%

70.94%

PPV

72.81%

66.15%

89.92%

82.61%

50.04%

74.53%

NPV

88.46%

90.32%

71.58%

73.63%

85.43%

74.67%