Table 5.
Repeatability of the radiomics features with different MRI scanning settings using the same scanner for the phantom.
ICC < 0.6 | 0.6 ≤ ICC < 0.9 | ICC ≥ 0.9 | |
---|---|---|---|
T1 |
GrayLevelRunLengthMatrix25(GLRLM): GrayLevelNonuniformity |
GradientOrientHistogram: MedianAbsoluteDeviation InterQuartileRange 20Percentile Texture(GLCM): Energy, InverseVariance MaxProbability GLRLM: LongRunEmphasis LongRunHighGrayLevelEmpha |
GradientOrientHistogram: Kurtosis, MeanAbsoluteDeviation 50PercentileArea, 90PercentileArea Texture(GLCM): AutoCorrelation, ClusterProminence ClusterShade, ClusterTendendcy Contrast, DifferenceEntropy, Correlation Dissimilarity, Entropy, Homogeneity Homogeneity2, InformationMeasureCorr1 InformationMeasureCorr2, SumAverage InverseDiffMomentNorm, SumEntropy SumVariance, Variance GrayLevelRunLengthMatrix25(GLRLM): HighGrayLevelRunEmpha, ShortRunEmphasis LongRunLowGrayLevelEmpha, RunLengthNonuniformity LowGrayLevelRunEmpha, RunPercentage ShortRunHighGrayLevelEmpha, ShortRunLowGrayLevelEmpha Intensity: Energy, EnergyNorm, GlobalEntropy, GlobalMean GlobalMedian, GlobalStd, GlobalUniformity, Kurtosis, InterQuartileRange, LocalEntropyMax, LocalRangeMedian, LocalEntropyMean, LocalEntropyMedian, LocalRangeMin LocalEntropyMin, LocalEntropyStd, Variance LocalRangeMean, LocalRangeStd, LocalStdMax, LocalStdMean, Skewness, LocalStdMedian, LocalStdMin, LocalStdStd, MeanAbsoluteDeviation, RootMeanSquare MedianAbsoluteDeviation 20Percentile, 50Percentile, 90Percentile Neighborhood Gray-Tone Difference (NGTD): Busyness, Coarseness, Complexity Contrast, TextureStrength |
T2 |
GradientOrientHistogram: InterQuartileRange Texture(GLCM): InformationMeasureCorr1 |
GradientOrientHistogram: Kurtosis MeanAbsoluteDeviation MedianAbsoluteDeviation Texture(GLCM): Correlation Intensity: Kurtosis, LocalStdMax LocalRangeStd NeighborIntensityDifference: Busyness |
GradientOrientHistogram: 20Percentile, 50PercentileArea 90PercentileArea Texture(GLCM): AutoCorrelation, ClusterShade ClusterProminence, Contrast ClusterTendendcy, Energy, Variance DifferenceEntropy, Entropy Dissimilarity, Homogeneity Homogeneity2, InverseDiffNorm InformationMeasureCorr2 InverseDiffMomentNorm, SumEntropy InverseVariance, MaxProbability SumAverage, SumVariance Texture (GLRLM): GrayLevelNonuniformity, RunPercentage HighGrayLevelRunEmpha, ShortRunEmphasis LongRunEmphasis, ShortRunHighGrayLevelEmpha LongRunHighGrayLevelEmpha LongRunLowGrayLevelEmpha LowGrayLevelRunEmpha RunLengthNonuniformity ShortRunLowGrayLevelEmpha Intensity: Energy, EnergyNorm, GlobalEntropy GlobalMean, GlobalMedian, GlobalStd GlobalUniformity, InterQuartileRange LocalEntropyMax, LocalEntropyMean LocalEntropyMedian, LocalEntropyMin LocalEntropyStd, LocalRangeMean LocalRangeMedian, LocalRangeMin LocalStdMean, LocalStdMedian LocalStdStd, MeanAbsoluteDeviation MedianAbsoluteDeviation, 20Percentile 50Percentile, 90Percentile, RootMeanSquare Skewness, Variance, LocalStdMin Neighborhood Gray-Tone Difference (NGTD): Coarseness, Complexity, Contrast TextureStrength |