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. 2023 Mar 23;15(7):1932. doi: 10.3390/cancers15071932

Table A2.

Description of the radiomics features used in the proposed radiomics_clinical model for recurrence-free survival prediction.

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.