Table A2.
Class | Radiomics Feature | Definition |
---|---|---|
First order: First order statistics describe the distribution of voxel intensities within the image region defined by the mask through commonly used and basic metrics. |
Original_firstorder_Range | The range of first order value in the ROI |
Original_firstorder_10Percentile | The 10th percentile of first order value. | |
Original_firstorder_ TotalEnergy |
Total Energy is the value of the Energy feature scaled by the volume of the voxel in cubic mm | |
Original_firstorder_ InterquartileRange |
The different value 25th and 75th percentile of the first order value. | |
GLSZM: A gray level size Zone (GLSZM) quantifies gray level zones in an image |
original_glszm_ grayLevelNonUniformity |
GrayLevelNonUniformity measures the variability of gray-level intensity values in the GLSZM array. |
Original_glszm_ LargeAreaLowGrayLevelEmphasis |
It measures the proportion in the image of the joint distribution of larger size zones with lower gray level values | |
Original_glszm_ SizeZoneNonUniformity |
It measures the variability of size zone volumes throughout the GLSZM array, with a lower value indicating more homogeneity among zone size volumes in the GLSZM array. | |
Original_glszm_ ZoneEntropy |
It measures the uncertainty/randomness in the distribution of zone sizes and GLSZM levels | |
GLRLM: A gray level run length matrix (GLRLM) quantifies gray level runs, which are defined as the length in number of pixels, of consecutive pixels that have the same gray level value. |
Original_glrlm_ GrayLevelNonUniformity |
It measures the similarity of gray level intensity values in the GLRLM array. |
Original_glrlm_ RunLengthNonUniformity |
It measures the similarity of run lengths throughout the GLRLM array, with a lower value indicating more homogeneity among run lengths in the GLRLM array | |
GLDM: A gray level dependence matrix (GLDM) quantifies gray level dependencies in an image |
Original_gldm_ SmallDependenceEmphasis |
A measure of the distribution of large dependencies, with a greater value indicative of larger dependence and more homogeneous textures. |