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t1_radiomics.csv 21 KB

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  2. /hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/020-Glioma-AYEY/t1.nii.gz,/hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/020-Glioma-AYEY/flair_seg_label1.nii.gz,v3.0.1,1.19.5,2.1.1.2,1.1.1,3.6.9,"{'minimumROIDimensions': 2, 'minimumROISize': None, 'normalize': False, 'normalizeScale': 1, 'removeOutliers': None, 'resampledPixelSpacing': None, 'interpolator': 'sitkBSpline', 'preCrop': False, 'padDistance': 5, 'distances': [1], 'force2D': False, 'force2Ddimension': 0, 'resegmentRange': None, 'label': 1, 'additionalInfo': True}",{'Original': {}},6d362dc359cb39316ae23b80fb600ef2c392bb64,3D,"(0.75, 0.75, 6.25)","(260, 320, 21)",130.79316506410257,0.0,2311.0,2770557fb9fbe6a38b9651cc0a8c174f20b140af,"(0.75, 0.75, 6.25)","(260, 320, 21)","(42, 50, 10, 102, 130, 11)",53332,1,"(95.7615127878197, 113.89591614790369, 13.65259131478287)","(-22.847784859946756, 5.099647626345558, 36.7271534064282)",0.7692686294685716,0.6433706474777025,53.540405048733916,83.21860075313661,82.58102082197821,96.46890690787369,103.31505214633539,104.17833268007317,187199.853515625,64.01745894765763,0.5943595899573583,26625.95455679964,0.1422327745281983,187495.3125,434.0,752.0,16990682377.0,4.074534386824357,120.0,4.249556420273148,1219.0,91.94781694689556,550.9203667591689,521.0,0.0,1219.0,57.01098303793986,564.4318020365514,0.9699852082587196,59732867731.640625,0.0791485356585651,15070.008640171494,548.3826333098746,28046.358994140817,802.6878593960681,90.8095706148978,12.144953842457957,0.7693587132516286,2.2020011488823323,2.6805589289483085,6.569138482352378,0.5022362011936132,0.44726629513821065,0.9951207708695059,0.9594011584584975,-0.22925489470418997,0.8741775296963272,0.38619460326102684,22.992556761372022,0.013830464603520404,7.291156708417006,0.7904072107581024,0.04021945790724027,45.98511352274406,5.050373041550898,25.73863111433894,7.706877416250659,4413.428260706518,0.08275384873446556,14.247012827987016,4221.149703742593,24.184787438748632,533.0225568139203,55.42503562589065,25999.03511962799,0.1473641576601471,0.003282499608553239,0.10006619873995827,59.64824481015189,0.0004132668411038949,3118.818421810254,0.07355223369865373,25.922349285899017,545.1598127211256,2.2244801912691154,1134.643084559921,0.007196910200444421,0.003398649251205004,5.057557376641973,29565.393220897546,0.6821458436869103,0.7916534451822834,0.5147065374489634,0.845030373463267,467.41066015377623,0.0029692306555812393,214.39850535245404,0.04330408106492709,43.674689966111444,610.5685720056554,27525.122601494648,11765687.039184004,66.325085199269,0.004510080659606238,1424.72126843062,0.28776434425987074,0.5523796016822098,335.9280480060777,0.0024687027333639942,7.3267488044449465,0.09283357083927098,27409.087365941836,3.0212179529523144,0.00021532143869089896,1455.9997760597087,0.02914966321327966,0.29874068384799934
  3. Image,Mask,diagnostics_Versions_PyRadiomics,diagnostics_Versions_Numpy,diagnostics_Versions_SimpleITK,diagnostics_Versions_PyWavelet,diagnostics_Versions_Python,diagnostics_Configuration_Settings,diagnostics_Configuration_EnabledImageTypes,diagnostics_Image-original_Hash,diagnostics_Image-original_Dimensionality,diagnostics_Image-original_Spacing,diagnostics_Image-original_Size,diagnostics_Image-original_Mean,diagnostics_Image-original_Minimum,diagnostics_Image-original_Maximum,diagnostics_Mask-original_Hash,diagnostics_Mask-original_Spacing,diagnostics_Mask-original_Size,diagnostics_Mask-original_BoundingBox,diagnostics_Mask-original_VoxelNum,diagnostics_Mask-original_VolumeNum,diagnostics_Mask-original_CenterOfMassIndex,diagnostics_Mask-original_CenterOfMass,original_shape_Elongation,original_shape_Flatness,original_shape_LeastAxisLength,original_shape_MajorAxisLength,original_shape_Maximum2DDiameterColumn,original_shape_Maximum2DDiameterRow,original_shape_Maximum2DDiameterSlice,original_shape_Maximum3DDiameter,original_shape_MeshVolume,original_shape_MinorAxisLength,original_shape_Sphericity,original_shape_SurfaceArea,original_shape_SurfaceVolumeRatio,original_shape_VoxelVolume,original_firstorder_10Percentile,original_firstorder_90Percentile,original_firstorder_Energy,original_firstorder_Entropy,original_firstorder_InterquartileRange,original_firstorder_Kurtosis,original_firstorder_Maximum,original_firstorder_MeanAbsoluteDeviation,original_firstorder_Mean,original_firstorder_Median,original_firstorder_Minimum,original_firstorder_Range,original_firstorder_RobustMeanAbsoluteDeviation,original_firstorder_RootMeanSquared,original_firstorder_Skewness,original_firstorder_TotalEnergy,original_firstorder_Uniformity,original_firstorder_Variance,original_glcm_Autocorrelation,original_glcm_ClusterProminence,original_glcm_ClusterShade,original_glcm_ClusterTendency,original_glcm_Contrast,original_glcm_Correlation,original_glcm_DifferenceAverage,original_glcm_DifferenceEntropy,original_glcm_DifferenceVariance,original_glcm_Id,original_glcm_Idm,original_glcm_Idmn,original_glcm_Idn,original_glcm_Imc1,original_glcm_Imc2,original_glcm_InverseVariance,original_glcm_JointAverage,original_glcm_JointEnergy,original_glcm_JointEntropy,original_glcm_MCC,original_glcm_MaximumProbability,original_glcm_SumAverage,original_glcm_SumEntropy,original_glcm_SumSquares,original_gldm_DependenceEntropy,original_gldm_DependenceNonUniformity,original_gldm_DependenceNonUniformityNormalized,original_gldm_DependenceVariance,original_gldm_GrayLevelNonUniformity,original_gldm_GrayLevelVariance,original_gldm_HighGrayLevelEmphasis,original_gldm_LargeDependenceEmphasis,original_gldm_LargeDependenceHighGrayLevelEmphasis,original_gldm_LargeDependenceLowGrayLevelEmphasis,original_gldm_LowGrayLevelEmphasis,original_gldm_SmallDependenceEmphasis,original_gldm_SmallDependenceHighGrayLevelEmphasis,original_gldm_SmallDependenceLowGrayLevelEmphasis,original_glrlm_GrayLevelNonUniformity,original_glrlm_GrayLevelNonUniformityNormalized,original_glrlm_GrayLevelVariance,original_glrlm_HighGrayLevelRunEmphasis,original_glrlm_LongRunEmphasis,original_glrlm_LongRunHighGrayLevelEmphasis,original_glrlm_LongRunLowGrayLevelEmphasis,original_glrlm_LowGrayLevelRunEmphasis,original_glrlm_RunEntropy,original_glrlm_RunLengthNonUniformity,original_glrlm_RunLengthNonUniformityNormalized,original_glrlm_RunPercentage,original_glrlm_RunVariance,original_glrlm_ShortRunEmphasis,original_glrlm_ShortRunHighGrayLevelEmphasis,original_glrlm_ShortRunLowGrayLevelEmphasis,original_glszm_GrayLevelNonUniformity,original_glszm_GrayLevelNonUniformityNormalized,original_glszm_GrayLevelVariance,original_glszm_HighGrayLevelZoneEmphasis,original_glszm_LargeAreaEmphasis,original_glszm_LargeAreaHighGrayLevelEmphasis,original_glszm_LargeAreaLowGrayLevelEmphasis,original_glszm_LowGrayLevelZoneEmphasis,original_glszm_SizeZoneNonUniformity,original_glszm_SizeZoneNonUniformityNormalized,original_glszm_SmallAreaEmphasis,original_glszm_SmallAreaHighGrayLevelEmphasis,original_glszm_SmallAreaLowGrayLevelEmphasis,original_glszm_ZoneEntropy,original_glszm_ZonePercentage,original_glszm_ZoneVariance,original_ngtdm_Busyness,original_ngtdm_Coarseness,original_ngtdm_Complexity,original_ngtdm_Contrast,original_ngtdm_Strength
  4. /hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/020-Glioma-AYEY/t1.nii.gz,/hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/020-Glioma-AYEY/flair_seg_label1.nii.gz,v3.0.1,1.19.5,2.1.1.2,1.1.1,3.6.9,"{'minimumROIDimensions': 2, 'minimumROISize': None, 'normalize': False, 'normalizeScale': 1, 'removeOutliers': None, 'resampledPixelSpacing': None, 'interpolator': 'sitkBSpline', 'preCrop': False, 'padDistance': 5, 'distances': [1], 'force2D': False, 'force2Ddimension': 0, 'resegmentRange': None, 'label': 1, 'additionalInfo': True}",{'Original': {}},6d362dc359cb39316ae23b80fb600ef2c392bb64,3D,"(0.75, 0.75, 6.25)","(260, 320, 21)",130.79316506410257,0.0,2311.0,2770557fb9fbe6a38b9651cc0a8c174f20b140af,"(0.75, 0.75, 6.25)","(260, 320, 21)","(42, 50, 10, 102, 130, 11)",53332,1,"(95.7615127878197, 113.89591614790369, 13.65259131478287)","(-22.847784859946756, 5.099647626345558, 36.7271534064282)",0.7692686294685716,0.6433706474777025,53.540405048733916,83.21860075313661,82.58102082197821,96.46890690787369,103.31505214633539,104.17833268007317,187199.853515625,64.01745894765763,0.5943595899573583,26625.95455679964,0.1422327745281983,187495.3125,434.0,752.0,16990682377.0,4.074534386824357,120.0,4.249556420273148,1219.0,91.94781694689556,550.9203667591689,521.0,0.0,1219.0,57.01098303793986,564.4318020365514,0.9699852082587196,59732867731.640625,0.0791485356585651,15070.008640171494,548.3826333098746,28046.358994140817,802.6878593960681,90.8095706148978,12.144953842457957,0.7693587132516286,2.2020011488823323,2.6805589289483085,6.569138482352378,0.5022362011936132,0.44726629513821065,0.9951207708695059,0.9594011584584975,-0.22925489470418997,0.8741775296963272,0.38619460326102684,22.992556761372022,0.013830464603520404,7.291156708417006,0.7904072107581024,0.04021945790724027,45.98511352274406,5.050373041550898,25.73863111433894,7.706877416250659,4413.428260706518,0.08275384873446556,14.247012827987016,4221.149703742593,24.184787438748632,533.0225568139203,55.42503562589065,25999.03511962799,0.1473641576601471,0.003282499608553239,0.10006619873995827,59.64824481015189,0.0004132668411038949,3118.818421810254,0.07355223369865373,25.922349285899017,545.1598127211256,2.2244801912691154,1134.643084559921,0.007196910200444421,0.003398649251205004,5.057557376641973,29565.393220897546,0.6821458436869103,0.7916534451822834,0.5147065374489634,0.845030373463267,467.41066015377623,0.0029692306555812393,214.39850535245404,0.04330408106492709,43.674689966111444,610.5685720056554,27525.122601494648,11765687.039184004,66.325085199269,0.004510080659606238,1424.72126843062,0.28776434425987074,0.5523796016822098,335.9280480060777,0.0024687027333639942,7.3267488044449465,0.09283357083927098,27409.087365941836,3.0212179529523144,0.00021532143869089896,1455.9997760597087,0.02914966321327966,0.29874068384799934
  5. Image,Mask,diagnostics_Versions_PyRadiomics,diagnostics_Versions_Numpy,diagnostics_Versions_SimpleITK,diagnostics_Versions_PyWavelet,diagnostics_Versions_Python,diagnostics_Configuration_Settings,diagnostics_Configuration_EnabledImageTypes,diagnostics_Image-original_Hash,diagnostics_Image-original_Dimensionality,diagnostics_Image-original_Spacing,diagnostics_Image-original_Size,diagnostics_Image-original_Mean,diagnostics_Image-original_Minimum,diagnostics_Image-original_Maximum,diagnostics_Mask-original_Hash,diagnostics_Mask-original_Spacing,diagnostics_Mask-original_Size,diagnostics_Mask-original_BoundingBox,diagnostics_Mask-original_VoxelNum,diagnostics_Mask-original_VolumeNum,diagnostics_Mask-original_CenterOfMassIndex,diagnostics_Mask-original_CenterOfMass,original_shape_Elongation,original_shape_Flatness,original_shape_LeastAxisLength,original_shape_MajorAxisLength,original_shape_Maximum2DDiameterColumn,original_shape_Maximum2DDiameterRow,original_shape_Maximum2DDiameterSlice,original_shape_Maximum3DDiameter,original_shape_MeshVolume,original_shape_MinorAxisLength,original_shape_Sphericity,original_shape_SurfaceArea,original_shape_SurfaceVolumeRatio,original_shape_VoxelVolume,original_firstorder_10Percentile,original_firstorder_90Percentile,original_firstorder_Energy,original_firstorder_Entropy,original_firstorder_InterquartileRange,original_firstorder_Kurtosis,original_firstorder_Maximum,original_firstorder_MeanAbsoluteDeviation,original_firstorder_Mean,original_firstorder_Median,original_firstorder_Minimum,original_firstorder_Range,original_firstorder_RobustMeanAbsoluteDeviation,original_firstorder_RootMeanSquared,original_firstorder_Skewness,original_firstorder_TotalEnergy,original_firstorder_Uniformity,original_firstorder_Variance,original_glcm_Autocorrelation,original_glcm_ClusterProminence,original_glcm_ClusterShade,original_glcm_ClusterTendency,original_glcm_Contrast,original_glcm_Correlation,original_glcm_DifferenceAverage,original_glcm_DifferenceEntropy,original_glcm_DifferenceVariance,original_glcm_Id,original_glcm_Idm,original_glcm_Idmn,original_glcm_Idn,original_glcm_Imc1,original_glcm_Imc2,original_glcm_InverseVariance,original_glcm_JointAverage,original_glcm_JointEnergy,original_glcm_JointEntropy,original_glcm_MCC,original_glcm_MaximumProbability,original_glcm_SumAverage,original_glcm_SumEntropy,original_glcm_SumSquares,original_gldm_DependenceEntropy,original_gldm_DependenceNonUniformity,original_gldm_DependenceNonUniformityNormalized,original_gldm_DependenceVariance,original_gldm_GrayLevelNonUniformity,original_gldm_GrayLevelVariance,original_gldm_HighGrayLevelEmphasis,original_gldm_LargeDependenceEmphasis,original_gldm_LargeDependenceHighGrayLevelEmphasis,original_gldm_LargeDependenceLowGrayLevelEmphasis,original_gldm_LowGrayLevelEmphasis,original_gldm_SmallDependenceEmphasis,original_gldm_SmallDependenceHighGrayLevelEmphasis,original_gldm_SmallDependenceLowGrayLevelEmphasis,original_glrlm_GrayLevelNonUniformity,original_glrlm_GrayLevelNonUniformityNormalized,original_glrlm_GrayLevelVariance,original_glrlm_HighGrayLevelRunEmphasis,original_glrlm_LongRunEmphasis,original_glrlm_LongRunHighGrayLevelEmphasis,original_glrlm_LongRunLowGrayLevelEmphasis,original_glrlm_LowGrayLevelRunEmphasis,original_glrlm_RunEntropy,original_glrlm_RunLengthNonUniformity,original_glrlm_RunLengthNonUniformityNormalized,original_glrlm_RunPercentage,original_glrlm_RunVariance,original_glrlm_ShortRunEmphasis,original_glrlm_ShortRunHighGrayLevelEmphasis,original_glrlm_ShortRunLowGrayLevelEmphasis,original_glszm_GrayLevelNonUniformity,original_glszm_GrayLevelNonUniformityNormalized,original_glszm_GrayLevelVariance,original_glszm_HighGrayLevelZoneEmphasis,original_glszm_LargeAreaEmphasis,original_glszm_LargeAreaHighGrayLevelEmphasis,original_glszm_LargeAreaLowGrayLevelEmphasis,original_glszm_LowGrayLevelZoneEmphasis,original_glszm_SizeZoneNonUniformity,original_glszm_SizeZoneNonUniformityNormalized,original_glszm_SmallAreaEmphasis,original_glszm_SmallAreaHighGrayLevelEmphasis,original_glszm_SmallAreaLowGrayLevelEmphasis,original_glszm_ZoneEntropy,original_glszm_ZonePercentage,original_glszm_ZoneVariance,original_ngtdm_Busyness,original_ngtdm_Coarseness,original_ngtdm_Complexity,original_ngtdm_Contrast,original_ngtdm_Strength
  6. /hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/020-Glioma-AYEY/t1.nii.gz,/hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/020-Glioma-AYEY/flair_seg_label1.nii.gz,v3.0.1,1.19.5,2.1.1.2,1.1.1,3.6.9,"{'minimumROIDimensions': 2, 'minimumROISize': None, 'normalize': False, 'normalizeScale': 1, 'removeOutliers': None, 'resampledPixelSpacing': None, 'interpolator': 'sitkBSpline', 'preCrop': False, 'padDistance': 5, 'distances': [1], 'force2D': False, 'force2Ddimension': 0, 'resegmentRange': None, 'label': 1, 'additionalInfo': True}",{'Original': {}},6d362dc359cb39316ae23b80fb600ef2c392bb64,3D,"(0.75, 0.75, 6.25)","(260, 320, 21)",130.79316506410257,0.0,2311.0,2770557fb9fbe6a38b9651cc0a8c174f20b140af,"(0.75, 0.75, 6.25)","(260, 320, 21)","(42, 50, 10, 102, 130, 11)",53332,1,"(95.7615127878197, 113.89591614790369, 13.65259131478287)","(-22.84778862488487, 5.0996498143606175, 36.72715443215293)",0.7692686294685716,0.6433706474777025,53.540405048733916,83.21860075313661,82.58102082197821,96.46890690787369,103.31505214633539,104.17833268007317,187199.853515625,64.01745894765763,0.5943595899573583,26625.95455679964,0.1422327745281983,187495.3125,434.0,752.0,16990682377.0,4.074534386824357,120.0,4.249556420273148,1219.0,91.94781694689556,550.9203667591689,521.0,0.0,1219.0,57.01098303793986,564.4318020365514,0.9699852082587196,59732867731.640625,0.0791485356585651,15070.008640171494,548.3826333098746,28046.358994140817,802.6878593960681,90.8095706148978,12.144953842457957,0.7693587132516286,2.2020011488823323,2.6805589289483085,6.569138482352378,0.5022362011936132,0.44726629513821065,0.9951207708695059,0.9594011584584975,-0.22925489470418997,0.8741775296963272,0.38619460326102684,22.992556761372022,0.013830464603520404,7.291156708417006,0.7904072107581024,0.04021945790724027,45.98511352274406,5.050373041550898,25.73863111433894,7.706877416250659,4413.428260706518,0.08275384873446556,14.247012827987016,4221.149703742593,24.184787438748632,533.0225568139203,55.42503562589065,25999.03511962799,0.1473641576601471,0.003282499608553239,0.10006619873995827,59.64824481015189,0.0004132668411038949,3118.818421810254,0.07355223369865373,25.922349285899017,545.1598127211256,2.2244801912691154,1134.643084559921,0.007196910200444421,0.003398649251205004,5.057557376641973,29565.393220897546,0.6821458436869103,0.7916534451822834,0.5147065374489634,0.845030373463267,467.41066015377623,0.0029692306555812393,214.39850535245404,0.04330408106492709,43.674689966111444,610.5685720056554,27525.122601494648,11765687.039184004,66.325085199269,0.004510080659606238,1424.72126843062,0.28776434425987074,0.5523796016822098,335.9280480060777,0.0024687027333639942,7.3267488044449465,0.09283357083927098,27409.087365941836,3.0212179529523144,0.00021532143869089896,1455.9997760597087,0.02914966321327966,0.29874068384799934