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European Radiology Experimental

Table 5 Performance of different feature combinations using the linear discriminant analysis method

From: Performance of machine learning software to classify breast lesions using BI-RADS radiomic features on ultrasound images

Features

Sensitivity (%)

Specificity (%)

Area under the curve

{5}

59.5

87.4

0.770

{5, 2}

76.0

69.8

0.818

  1. {2}: orientation; {5}: average of distance vector
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