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t1_radiomics.csv 21 KB

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  2. /hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/022-Glioma-AYEY/t1.nii.gz,/hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/022-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': {}},37f5cad6870614680e04b2390261935606a4fc05,3D,"(0.6875, 0.6875, 6.499942779541016)","(320, 320, 24)",79.00313110351563,0.0,786.0,d83b24b02dd51cce3da6e6c42dfa57728a6ffcaa,"(0.6875, 0.6875, 6.499942779541016)","(320, 320, 24)","(58, 90, 7, 98, 156, 13)",72831,2,"(104.29046697148192, 170.92393348986008, 12.254493278960883)","(-32.93383253354773, 34.38463047110399, 23.579985110165104)",0.690639753803902,0.5049194039075743,50.96836041027256,100.94355656730185,91.29189060383328,119.90088612105498,107.44593480560351,129.3311190305912,223569.3616212035,69.71563305573162,0.5367489137091536,33188.51404789627,0.1484484001172218,223754.2079757303,256.0,459.0,10141581926.0,3.502491167156416,121.0,2.400632853107509,553.0,63.67741985979206,365.53500569812303,374.0,0.0,553.0,50.00460628041373,373.1596827234413,-0.27942147258352973,31157359249.126217,0.09485988148294898,5632.308419532516,228.6173775645346,2196.85677966626,-10.633960816270058,32.709167943518345,3.6024722964734446,0.8026172671196006,1.227357982616809,2.0273516579185276,1.8682698497857426,0.6120620079547987,0.574343748270802,0.993481228358746,0.95241265182439,-0.29036220884852554,0.8936476927372461,0.4138243216051754,14.876756390469549,0.02316703645322611,5.9671865689562065,0.8327609375189504,0.05560430881098126,29.753512780939108,4.416861040936301,9.077910059997947,7.592718760603595,4506.798355096044,0.06188022071777188,22.973271761649873,6908.740028284659,9.089492438248797,238.32641320316898,106.64586508492263,24498.803462811167,0.5853347670933015,0.005776650833253641,0.04601445086880644,10.474922955245347,0.0003612393375035979,4761.52617078393,0.09485796200116065,8.742173674118622,239.46248363292563,4.0792291474254245,968.7334275638193,0.022892376408161847,0.005968397494949028,4.80484765230457,29855.665708803244,0.5598097733199197,0.6866433672052158,1.4284721158615485,0.7603635024307048,182.69279622720373,0.004679118326244894,190.05210084033612,0.07985382388249418,12.614180495727704,218.54873949579832,146812.27773109244,35115760.85168067,719.5293576072123,0.009874271162703346,677.7731092436975,0.28477861732928467,0.5507059358150387,115.20343351336803,0.004726656814468775,6.427672616424183,0.03267839244277849,145875.84058664646,14.428671791851656,0.00017424402065531477,195.48776863791528,0.03361076633940762,0.040704957623520305
  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.2.2/022-Glioma-AYEY/t1.nii.gz,/hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/022-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': {}},37f5cad6870614680e04b2390261935606a4fc05,3D,"(0.6875, 0.6875, 6.499942779541016)","(320, 320, 24)",79.00313110351563,0.0,786.0,d83b24b02dd51cce3da6e6c42dfa57728a6ffcaa,"(0.6875, 0.6875, 6.499942779541016)","(320, 320, 24)","(58, 90, 7, 98, 156, 13)",72831,2,"(104.29046697148192, 170.92393348986008, 12.254493278960883)","(-32.93383253354773, 34.38463047110399, 23.579985110165104)",0.690639753803902,0.5049194039075743,50.96836041027256,100.94355656730185,91.29189060383328,119.90088612105498,107.44593480560351,129.3311190305912,223569.3616212035,69.71563305573162,0.5367489137091536,33188.51404789627,0.1484484001172218,223754.2079757303,256.0,459.0,10141581926.0,3.502491167156416,121.0,2.400632853107509,553.0,63.67741985979206,365.53500569812303,374.0,0.0,553.0,50.00460628041373,373.1596827234413,-0.27942147258352973,31157359249.126217,0.09485988148294898,5632.308419532516,228.6173775645346,2196.85677966626,-10.633960816270058,32.709167943518345,3.6024722964734446,0.8026172671196006,1.227357982616809,2.0273516579185276,1.8682698497857426,0.6120620079547987,0.574343748270802,0.993481228358746,0.95241265182439,-0.29036220884852554,0.8936476927372461,0.4138243216051754,14.876756390469549,0.02316703645322611,5.9671865689562065,0.8327609375189504,0.05560430881098126,29.753512780939108,4.416861040936301,9.077910059997947,7.592718760603595,4506.798355096044,0.06188022071777188,22.973271761649873,6908.740028284659,9.089492438248797,238.32641320316898,106.64586508492263,24498.803462811167,0.5853347670933015,0.005776650833253641,0.04601445086880644,10.474922955245347,0.0003612393375035979,4761.52617078393,0.09485796200116065,8.742173674118622,239.46248363292563,4.0792291474254245,968.7334275638193,0.022892376408161847,0.005968397494949028,4.80484765230457,29855.665708803244,0.5598097733199197,0.6866433672052158,1.4284721158615485,0.7603635024307048,182.69279622720373,0.004679118326244894,190.05210084033612,0.07985382388249418,12.614180495727704,218.54873949579832,146812.27773109244,35115760.85168067,719.5293576072123,0.009874271162703346,677.7731092436975,0.28477861732928467,0.5507059358150387,115.20343351336803,0.004726656814468775,6.427672616424183,0.03267839244277849,145875.84058664646,14.428671791851656,0.00017424402065531477,195.48776863791528,0.03361076633940762,0.040704957623520305
  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.2.2/022-Glioma-AYEY/t1.nii.gz,/hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/022-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': {}},37f5cad6870614680e04b2390261935606a4fc05,3D,"(0.6875, 0.6875, 6.499942779541016)","(320, 320, 24)",79.00313110351563,0.0,786.0,d83b24b02dd51cce3da6e6c42dfa57728a6ffcaa,"(0.6875, 0.6875, 6.499942779541016)","(320, 320, 24)","(58, 90, 7, 98, 156, 13)",72831,2,"(104.29046697148192, 170.92393348986008, 12.254493278960883)","(-32.93382281232127, 34.384623401502466, 23.579988366384256)",0.690639753803902,0.5049194039075743,50.96836041027256,100.94355656730185,91.29189060383328,119.90088612105498,107.44593480560351,129.3311190305912,223569.3616212035,69.71563305573162,0.5367489137091536,33188.51404789627,0.1484484001172218,223754.2079757303,256.0,459.0,10141581926.0,3.502491167156416,121.0,2.400632853107509,553.0,63.67741985979206,365.53500569812303,374.0,0.0,553.0,50.00460628041373,373.1596827234413,-0.27942147258352973,31157359249.126217,0.09485988148294898,5632.308419532516,228.6173775645346,2196.85677966626,-10.633960816270058,32.709167943518345,3.6024722964734446,0.8026172671196006,1.227357982616809,2.0273516579185276,1.8682698497857426,0.6120620079547987,0.574343748270802,0.993481228358746,0.95241265182439,-0.29036220884852554,0.8936476927372461,0.4138243216051754,14.876756390469549,0.02316703645322611,5.9671865689562065,0.8327609375189504,0.05560430881098126,29.753512780939108,4.416861040936301,9.077910059997947,7.592718760603595,4506.798355096044,0.06188022071777188,22.973271761649873,6908.740028284659,9.089492438248797,238.32641320316898,106.64586508492263,24498.803462811167,0.5853347670933015,0.005776650833253641,0.04601445086880644,10.474922955245347,0.0003612393375035979,4761.52617078393,0.09485796200116065,8.742173674118622,239.46248363292563,4.0792291474254245,968.7334275638193,0.022892376408161847,0.005968397494949028,4.80484765230457,29855.665708803244,0.5598097733199197,0.6866433672052158,1.4284721158615485,0.7603635024307048,182.69279622720373,0.004679118326244894,190.05210084033612,0.07985382388249418,12.614180495727704,218.54873949579832,146812.27773109244,35115760.85168067,719.5293576072123,0.009874271162703346,677.7731092436975,0.28477861732928467,0.5507059358150387,115.20343351336803,0.004726656814468775,6.427672616424183,0.03267839244277849,145875.84058664646,14.428671791851656,0.00017424402065531477,195.48776863791528,0.03361076633940762,0.040704957623520305