Research Article

A Machine Learning Applied Diagnosis Method for Subcutaneous Cyst by Ultrasonography

Table 1

19 features extracted from datasets.

IDFeatureType

1GenderCategorical
2AgeNumerical
3None blood flowCategorical
4Dotted blood flowCategorical
5Dot-bar blood flowCategorical
6Rich blood flowCategorical
7None EchoCategorical
8Mixed EchoCategorical
9Low EchoCategorical
10Medium EchoCategorical
11High EchoCategorical
12Uniform internal EchoCategorical
13Nonuniform internal EchoCategorical
14Clear boundaryCategorical
15Unclear boundaryCategorical
16Regular formCategorical
17Irregular formCategorical
18Strong spotCategorical
19Changes of parenchyma EchoCategorical