TABLE 1.

Summary of the radiomic features extracted in this study and the associated input parameters.

Feature family	Total features	Description	Parameters
Morphology	19	Geometric properties of the ROI	-
Intensity	20	Intensity distribution within the ROI	-
Histogram	503	Intensity distribution within the ROI after bin quantization	$\mathcal{B}$ ∈ {16,32,64,128}
COLLAGE	104	Quantifies heterogeneity of local gradient orientations within w	w ∈ {3,5}
GLCM	72	Distribution of discretized intensities of neighboring voxels along all directions within the ROI	$\mathcal{B}$ ∈ {16,32,64,128}
			$\mathcal{R}$ ∈ {1,2,3}
GLRLM	90	Distribution of discretized intensities in all directions across run lengths within the ROI	$\mathcal{B}$ ∈ {16,32,64,128}
			$\mathcal{R}$ ∈ {1,2,3}
GLSZM	162	Number of groups (or zones) of neighboring discretized voxels within the ROI	$\mathcal{B}$ ∈ {16,32,64,128}
			$\mathcal{R}$ ∈ {1,2,3}
NGTDM	5	Number of groups of neighboring discretized voxels within the ROI, within a Chebyshev distance	$\mathcal{B}$ ∈ {16,32,64,128}
			$\mathcal{R}$ ∈ {1,2,3}