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Table 1 Extracted Radiomics features in our paper

From: Preliminary study on the application of renal ultrasonography radiomics in the classification of glomerulopathy

Feature type

Feature name

Gray-level

Energy

Entropy

Kurtosis

Maximum

Mean

Mean absolute deviation

Mediam

Minimum

Rang

Root mean square

Skewness

Standard deviation

Uniformity

Variance

GLCM

Energy

Contrast

Entropy

Homogeneity

Correlation

Variance

Sum average

Dissimilarity

Autocorrelation

GLRLM

Short Run Emphasis

Long Run Emphasis

Gray-Level Nonuniformity

Run-Length Nonuniformity

Run Percentage

Low Gray-Level Run Emphasis

High Gray-Level Run Emphasis

Short Run Low Gray-Level Emphasis

Short Run High Gray-Level Emphasis

Long Run Low Gray-Level Emphasis

Long Run High Gray-Level Emphasis

Gray-Level Variance

Run-Length Variance

Wavelet

Gray-level and texture features calculated on four non-decimated 2-D wavelet decomposition