Table 5.

List of all 105 features by category, name and label extracted using PyRadiomics. More details about each feature definition can be found in PyRadiomics documentary (https://pyradiomics.readthedocs.io/en/latest/features.html)

Label	Shape	Label	Gray-level run length matrix	Label	Neighborhood gray tone difference matrix	Label	First-order statistics	Label	Gray-level size zone	Label	Gray-level co-occurrence matrix	Label	Gray-level dependence matrix
1	VoxelVolume	13	RunLengthNonUniformityNormalized	29	Contrast	34	Maximum	52	SizeZoneNonUniformity	68	Contrast	92	SmallDependenceEmphasis
2	Maximum2DDiameterRow	14	HighGrayLevelRunEmphasis	30	Strength	35	Energy	53	ZonePercentage	69	MaximumProbability	93	DependenceEntropy
3	Maximum3DDiameter	15	GrayLevelVariance	31	Coarseness	36	Median	54	GrayLevelVariance	70	ClusterShade	94	GrayLevelVariance
4	SurfaceVolumeRatio	16	RunPercentage	32	Complexity	37	Minimum	55	LargeAreaLowGrayLevelEmphasis	71	DifferenceVariance	95	LowGrayLevelEmphasis
5	Sphericity	17	RunVariance	33	Busyness	38	MeanAbsoluteDeviation	56	LowGrayLevelZoneEmphasis	72	JointEntropy	96	DependenceNonUniformity
6	MinorAxisLength	18	ShortRunLowGrayLevelEmphasis			39	InterquartileRange	57	HighGrayLevelZoneEmphasis	73	SumSquares	97	SmallDependenceHighGrayLevelEmphasis
7	SurfaceArea	19	ShortRunHighGrayLevelEmphasis			40	Kurtosis	58	ZoneVariance	74	ClusterProminence	98	SmallDependenceLowGrayLevelEmphasis
8	Maximum2DDiameterColumn	20	RunEntropy			41	90Percentile	59	SizeZoneNonUniformityNormalized	75	MCC	99	LargeDependenceEmphasis
9	MajorAxisLength	21	LongRunHighGrayLevelEmphasis			42	Entropy	60	SmallAreaEmphasis	76	SumEntropy	100	HighGrayLevelEmphasis
10	MeshVolume	22	RunLengthNonUniformity			43	RootMeanSquared	61	SmallAreaHighGrayLevelEmphasis	77	Id	101	DependenceVariance
11	Maximum2DDiameterSlice	23	LongRunLowGrayLevelEmphasis			44	Uniformity	62	LargeAreaHighGrayLevelEmphasis	78	InverseVariance	102	LargeDependenceLowGrayLevelEmphasis
12	Elongation	24	LowGrayLevelRunEmphasis			45	Mean	63	ZoneEntropy	79	Imc1	103	LargeDependenceHighGrayLevelEmphasis
		25	GrayLevelNonUniformityNormalized			46	Variance	64	GrayLevelNonUniformityNormalized	80	JointEnergy	104	GrayLevelNonUniformity
		26	GrayLevelNonUniformity			47	RobustMeanAbsoluteDeviation	65	GrayLevelNonUniformity	81	Idn	105	DependenceNonUniformityNormalized
		27	LongRunEmphasis			48	10Percentile	66	LargeAreaEmphasis	82	DifferenceEntropy
		28	ShortRunEmphasis			49	TotalEnergy	67	SmallAreaLowGrayLevelEmphasis	83	ClusterTendency
						50	Range			84	Imc2
						51	Skewness			85	Idmn
										86	JointAverage
										87	Correlation
										88	SumAverage
										89	Autocorrelation
										90	DifferenceAverage
										91	Idm