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. 2021 Feb 17;11:3973. doi: 10.1038/s41598-021-83593-3

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