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t1_radiomics.csv 21 KB

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  2. /hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/001-MelaMeta-AYEY/t1.nii.gz,/hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/001-MelaMeta-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': {}},a2868d79f98bd28a236ddc791f14358f4b71f5c1,3D,"(0.75, 0.75, 6.500000953674316)","(260, 320, 24)",111.92777644230769,0.0,1649.0,a431d96bbb4d2170281c3f50b84f5db184811f25,"(0.75, 0.75, 6.500000953674316)","(260, 320, 24)","(115, 157, 4, 90, 82, 6)",17551,1,"(160.32670503105237, 199.02222095607087, 6.350635291436386)","(15.339934834738116, 55.98160823032569, 12.146707945015574)",0.8757433483802541,0.511020212574549,30.31169742903625,59.31604402949971,66.0,61.5,70.05578134601026,70.05578134601026,63934.720317944884,51.945631011064656,0.6657216325639851,11614.913186053152,0.18166831931527408,64170.853165090084,452.0,605.0,5045108254.0,3.320441855530056,78.0,3.739796246573101,733.0,48.02569877175481,532.6046379123696,537.0,109.0,624.0,32.67382347694632,536.1475325207721,-0.5353865438576269,18446179760.094467,0.11962682763524052,3786.4763023459586,319.69631911046594,898.073637944305,-21.51026029481727,16.70845061017353,6.444996464716672,0.4347701616382176,1.8570820455022667,2.4133055424958,2.579470231179101,0.4911824508485807,0.42762242240472786,0.9908311868994069,0.9366915170986956,-0.11488726519699868,0.5575556044128656,0.3915560494678581,17.80815290983113,0.019966487017614935,6.202453157913981,0.4693439812386095,0.041173618339897175,35.616305819662244,4.036371121094325,5.788361768722549,6.71492644373122,1817.8261637513533,0.10357393674157331,8.732772230621286,2099.570451826107,6.1439329934269935,323.67842288188706,39.724631075152416,12906.49273545667,0.12912328088476085,0.0034533488436481515,0.10328242024966768,33.057438728732514,0.00045828350757146563,1680.8892601094753,0.11619723055909971,6.4916264503476375,323.53447940795854,1.9483223814767476,630.0248799980661,0.006630519622048168,0.003491911409378497,4.140934826117856,10717.896251283888,0.7201470361808813,0.8243448762507506,0.3692520100557085,0.8645960273457768,279.4675702037655,0.0030480781351085477,123.04427577482606,0.07782686639773945,13.484380657243412,319.1480075901328,10821.886780518658,3606394.7413029727,33.121409494886045,0.004691837018042743,440.07779886148006,0.27835407897626824,0.5428944983120938,172.25370574189955,0.0030077800019710117,6.445811613201452,0.09008033730271779,10698.650099757519,3.611825623692986,0.00043988682946446614,409.0648887855281,0.02680203947425041,0.16383646798792542
  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.2.2/001-MelaMeta-AYEY/t1.nii.gz,/hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/001-MelaMeta-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': {}},a2868d79f98bd28a236ddc791f14358f4b71f5c1,3D,"(0.75, 0.75, 6.500000953674316)","(260, 320, 24)",111.92777644230769,0.0,1649.0,a431d96bbb4d2170281c3f50b84f5db184811f25,"(0.75, 0.75, 6.500000953674316)","(260, 320, 24)","(115, 157, 4, 90, 82, 6)",17551,1,"(160.32670503105237, 199.02222095607087, 6.350635291436386)","(15.339934834738116, 55.98160823032569, 12.146707945015574)",0.8757433483802541,0.511020212574549,30.31169742903625,59.31604402949971,66.0,61.5,70.05578134601026,70.05578134601026,63934.720317944884,51.945631011064656,0.6657216325639851,11614.913186053152,0.18166831931527408,64170.853165090084,452.0,605.0,5045108254.0,3.320441855530056,78.0,3.739796246573101,733.0,48.02569877175481,532.6046379123696,537.0,109.0,624.0,32.67382347694632,536.1475325207721,-0.5353865438576269,18446179760.094467,0.11962682763524052,3786.4763023459586,319.69631911046594,898.073637944305,-21.51026029481727,16.70845061017353,6.444996464716672,0.4347701616382176,1.8570820455022667,2.4133055424958,2.579470231179101,0.4911824508485807,0.42762242240472786,0.9908311868994069,0.9366915170986956,-0.11488726519699868,0.5575556044128656,0.3915560494678581,17.80815290983113,0.019966487017614935,6.202453157913981,0.4693439812386095,0.041173618339897175,35.616305819662244,4.036371121094325,5.788361768722549,6.71492644373122,1817.8261637513533,0.10357393674157331,8.732772230621286,2099.570451826107,6.1439329934269935,323.67842288188706,39.724631075152416,12906.49273545667,0.12912328088476085,0.0034533488436481515,0.10328242024966768,33.057438728732514,0.00045828350757146563,1680.8892601094753,0.11619723055909971,6.4916264503476375,323.53447940795854,1.9483223814767476,630.0248799980661,0.006630519622048168,0.003491911409378497,4.140934826117856,10717.896251283888,0.7201470361808813,0.8243448762507506,0.3692520100557085,0.8645960273457768,279.4675702037655,0.0030480781351085477,123.04427577482606,0.07782686639773945,13.484380657243412,319.1480075901328,10821.886780518658,3606394.7413029727,33.121409494886045,0.004691837018042743,440.07779886148006,0.27835407897626824,0.5428944983120938,172.25370574189955,0.0030077800019710117,6.445811613201452,0.09008033730271779,10698.650099757519,3.611825623692986,0.00043988682946446614,409.0648887855281,0.02680203947425041,0.16383646798792542
  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.2.2/001-MelaMeta-AYEY/t1.nii.gz,/hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/001-MelaMeta-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': {}},a2868d79f98bd28a236ddc791f14358f4b71f5c1,3D,"(0.75, 0.75, 6.500000953674316)","(260, 320, 24)",111.92777644230769,0.0,1649.0,a431d96bbb4d2170281c3f50b84f5db184811f25,"(0.75, 0.75, 6.500000953674316)","(260, 320, 24)","(115, 157, 4, 90, 82, 6)",17551,1,"(160.32670503105237, 199.02222095607087, 6.350635291436386)","(15.339934707395585, 55.98160832284546, 12.14670788026767)",0.8757433483802541,0.511020212574549,30.31169742903625,59.31604402949971,66.0,61.5,70.05578134601026,70.05578134601026,63934.720317944884,51.945631011064656,0.6657216325639851,11614.913186053152,0.18166831931527408,64170.853165090084,452.0,605.0,5045108254.0,3.320441855530056,78.0,3.739796246573101,733.0,48.02569877175481,532.6046379123696,537.0,109.0,624.0,32.67382347694632,536.1475325207721,-0.5353865438576269,18446179760.094467,0.11962682763524052,3786.4763023459586,319.69631911046594,898.073637944305,-21.51026029481727,16.70845061017353,6.444996464716672,0.4347701616382176,1.8570820455022667,2.4133055424958,2.579470231179101,0.4911824508485807,0.42762242240472786,0.9908311868994069,0.9366915170986956,-0.11488726519699868,0.5575556044128656,0.3915560494678581,17.80815290983113,0.019966487017614935,6.202453157913981,0.4693439812386095,0.041173618339897175,35.616305819662244,4.036371121094325,5.788361768722549,6.71492644373122,1817.8261637513533,0.10357393674157331,8.732772230621286,2099.570451826107,6.1439329934269935,323.67842288188706,39.724631075152416,12906.49273545667,0.12912328088476085,0.0034533488436481515,0.10328242024966768,33.057438728732514,0.00045828350757146563,1680.8892601094753,0.11619723055909971,6.4916264503476375,323.53447940795854,1.9483223814767476,630.0248799980661,0.006630519622048168,0.003491911409378497,4.140934826117856,10717.896251283888,0.7201470361808813,0.8243448762507506,0.3692520100557085,0.8645960273457768,279.4675702037655,0.0030480781351085477,123.04427577482606,0.07782686639773945,13.484380657243412,319.1480075901328,10821.886780518658,3606394.7413029727,33.121409494886045,0.004691837018042743,440.07779886148006,0.27835407897626824,0.5428944983120938,172.25370574189955,0.0030077800019710117,6.445811613201452,0.09008033730271779,10698.650099757519,3.611825623692986,0.00043988682946446614,409.0648887855281,0.02680203947425041,0.16383646798792542