Table 4 The selected 33 radiomics features by LASSO logistic regression
Feature type | Feature name |
|---|---|
Gray-level | Entropy |
Uniformity | |
GLCM | Contrast |
Sum average | |
GLRLM | 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 |
Wavelet | Entropy Mediam Contrast Variance Sum average Gray-Level Nonuniformity Run-Length Nonuniformity |
Mediam Energy Correlation Sum average Short Run Emphasis | |
Contrast Correlation Gray-Level Nonuniformity Short Run Low Gray-Level Emphasis Run-Length Variance | |
Kurtosis Skewness Energy Gray-Level Nonuniformity Short Run Low Gray-Level Emphasis Gray-Level Variance Run-Length Variance |