Table 4 Selected features after apply LASSO method.
From: Automated classification of chondroid tumor using 3D U-Net and radiomics with deep features
Feature category | Feature name |
|---|---|
Shape features | Original_shape_MinorAxisLength |
Original_shape_LeastAxisLength | |
Original_shape_MajorAxisLength | |
Original_shape_Maximum3DDiameter | |
First-order statistics | Diagnostics_Image-original_Mean |
Original_firstorder_InterquartileRange | |
Original_firstorder_90Percentile | |
Original_firstorder_Maximum | |
Original_firstorder_10Percentile | |
GLCM features | Original_glcm_ClusterTendency |
Original_glcm_Contrast | |
GLSZM features | Original_glszm_GrayLevelNonUniformity |
Original_glszm_GrayLevelVariance | |
GLDM features | Original_gldm_GrayLevelVariance |
Original_gldm_SmallDependenceHighGrayLevelEmphasis |
