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t1_radiomics.csv 21 KB

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  2. /hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/027-Glioma-AYEY/t1.nii.gz,/hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/027-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': {}},3db8ab8ec6a0f616fe05afd9ded57e72a8daf644,3D,"(0.6875, 0.6875, 6.500053882598877)","(320, 320, 21)",67.96586309523809,0.0,773.0,1bd5f397c3618cde4dd19206e608e408b4ffce94,"(0.6875, 0.6875, 6.500053882598877)","(320, 320, 21)","(74, 54, 7, 95, 165, 12)",62637,2,"(118.63848843335408, 127.2610118619985, 12.665740696393506)","(-40.69458679199626, 2.8489574316117086, 32.79924010567558)",0.7075355883380812,0.5791733544666728,51.970725810390874,89.7325911311091,80.17897027832907,116.77300905972145,108.49656172547589,118.20609741955275,192074.64665802824,63.48900165904977,0.5971247223671795,26960.778851058676,0.14036615097389682,192439.0971889291,191.0,343.0,5179046916.0,2.9212607995917175,62.0,3.8070083247786184,398.0,42.544650132465456,282.4157925826588,294.0,0.0,398.0,29.939954691808612,287.54740201499817,-0.8651135521432408,15911539709.982079,0.15412160354073295,2924.8285054836156,139.4385475288163,832.9205007430303,-49.613535449410385,16.84736921859902,1.914335599030227,0.7960516246301369,0.9120070580099053,1.6945587538608877,0.9674970454889138,0.6596445848333202,0.6313145697767096,0.9929432282518048,0.9493034104021181,-0.29202268992577224,0.8647299082359154,0.4311219537750783,11.64893299069183,0.04875720121881796,4.9497367194638695,0.8274661045908304,0.09771499604544652,23.29786598138365,3.777322933881039,4.6904262044073155,7.015362472101124,3569.3064961604164,0.05698399502147958,26.3721299170978,9653.71488098089,4.7388419981965875,144.33979916024074,134.29987068346185,18170.237878570173,1.4373421232181154,0.010143498732804155,0.031171013224741743,4.595015762733744,0.00028971489590149324,5928.26937122574,0.14784331378700807,4.618479807449211,146.79019810192392,5.541616094748161,769.2302018123862,0.058910661191728324,0.009890781588224663,4.416390275604679,22049.28020051586,0.5086405792666214,0.6388912427036858,2.2136287979515257,0.7215942398247374,106.83755337599024,0.006960500831108269,126.23636363636363,0.1147603305785124,6.810144628099173,149.39545454545456,497624.53363636363,75397719.44909091,3615.137049064549,0.00917157881162986,297.42545454545456,0.27038677685950413,0.5332514419375096,80.07670342465858,0.004415198564378969,5.851248894850624,0.01756150518064403,494382.0594471074,36.974607393771144,0.0001748388828843235,45.17549003465911,0.04620222173406552,0.014447024305779703
  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.2.2/027-Glioma-AYEY/t1.nii.gz,/hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/027-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': {}},3db8ab8ec6a0f616fe05afd9ded57e72a8daf644,3D,"(0.6875, 0.6875, 6.500053882598877)","(320, 320, 21)",67.96586309523809,0.0,773.0,1bd5f397c3618cde4dd19206e608e408b4ffce94,"(0.6875, 0.6875, 6.500053882598877)","(320, 320, 21)","(74, 54, 7, 95, 165, 12)",62637,2,"(118.63848843335408, 127.2610118619985, 12.665740696393506)","(-40.69458679199626, 2.8489574316117086, 32.79924010567558)",0.7075355883380812,0.5791733544666728,51.970725810390874,89.7325911311091,80.17897027832907,116.77300905972145,108.49656172547589,118.20609741955275,192074.64665802824,63.48900165904977,0.5971247223671795,26960.778851058676,0.14036615097389682,192439.0971889291,191.0,343.0,5179046916.0,2.9212607995917175,62.0,3.8070083247786184,398.0,42.544650132465456,282.4157925826588,294.0,0.0,398.0,29.939954691808612,287.54740201499817,-0.8651135521432408,15911539709.982079,0.15412160354073295,2924.8285054836156,139.4385475288163,832.9205007430303,-49.613535449410385,16.84736921859902,1.914335599030227,0.7960516246301369,0.9120070580099053,1.6945587538608877,0.9674970454889138,0.6596445848333202,0.6313145697767096,0.9929432282518048,0.9493034104021181,-0.29202268992577224,0.8647299082359154,0.4311219537750783,11.64893299069183,0.04875720121881796,4.9497367194638695,0.8274661045908304,0.09771499604544652,23.29786598138365,3.777322933881039,4.6904262044073155,7.015362472101124,3569.3064961604164,0.05698399502147958,26.3721299170978,9653.71488098089,4.7388419981965875,144.33979916024074,134.29987068346185,18170.237878570173,1.4373421232181154,0.010143498732804155,0.031171013224741743,4.595015762733744,0.00028971489590149324,5928.26937122574,0.14784331378700807,4.618479807449211,146.79019810192392,5.541616094748161,769.2302018123862,0.058910661191728324,0.009890781588224663,4.416390275604679,22049.28020051586,0.5086405792666214,0.6388912427036858,2.2136287979515257,0.7215942398247374,106.83755337599024,0.006960500831108269,126.23636363636363,0.1147603305785124,6.810144628099173,149.39545454545456,497624.53363636363,75397719.44909091,3615.137049064549,0.00917157881162986,297.42545454545456,0.27038677685950413,0.5332514419375096,80.07670342465858,0.004415198564378969,5.851248894850624,0.01756150518064403,494382.0594471074,36.974607393771144,0.0001748388828843235,45.17549003465911,0.04620222173406552,0.014447024305779703
  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.2.2/027-Glioma-AYEY/t1.nii.gz,/hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/027-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': {}},3db8ab8ec6a0f616fe05afd9ded57e72a8daf644,3D,"(0.6875, 0.6875, 6.500053882598877)","(320, 320, 21)",67.96586309523809,0.0,773.0,1bd5f397c3618cde4dd19206e608e408b4ffce94,"(0.6875, 0.6875, 6.500053882598877)","(320, 320, 21)","(74, 54, 7, 95, 165, 12)",62637,2,"(118.63848843335408, 127.2610118619985, 12.665740696393506)","(-40.694586698412664, 2.8489569966283597, 32.799239681575415)",0.7075355883380812,0.5791733544666728,51.970725810390874,89.7325911311091,80.17897027832907,116.77300905972145,108.49656172547589,118.20609741955275,192074.64665802824,63.48900165904977,0.5971247223671795,26960.778851058676,0.14036615097389682,192439.0971889291,191.0,343.0,5179046916.0,2.9212607995917175,62.0,3.8070083247786184,398.0,42.544650132465456,282.4157925826588,294.0,0.0,398.0,29.939954691808612,287.54740201499817,-0.8651135521432408,15911539709.982079,0.15412160354073295,2924.8285054836156,139.4385475288163,832.9205007430303,-49.613535449410385,16.84736921859902,1.914335599030227,0.7960516246301369,0.9120070580099053,1.6945587538608877,0.9674970454889138,0.6596445848333202,0.6313145697767096,0.9929432282518048,0.9493034104021181,-0.29202268992577224,0.8647299082359154,0.4311219537750783,11.64893299069183,0.04875720121881796,4.9497367194638695,0.8274661045908304,0.09771499604544652,23.29786598138365,3.777322933881039,4.6904262044073155,7.015362472101124,3569.3064961604164,0.05698399502147958,26.3721299170978,9653.71488098089,4.7388419981965875,144.33979916024074,134.29987068346185,18170.237878570173,1.4373421232181154,0.010143498732804155,0.031171013224741743,4.595015762733744,0.00028971489590149324,5928.26937122574,0.14784331378700807,4.618479807449211,146.79019810192392,5.541616094748161,769.2302018123862,0.058910661191728324,0.009890781588224663,4.416390275604679,22049.28020051586,0.5086405792666214,0.6388912427036858,2.2136287979515257,0.7215942398247374,106.83755337599024,0.006960500831108269,126.23636363636363,0.1147603305785124,6.810144628099173,149.39545454545456,497624.53363636363,75397719.44909091,3615.137049064549,0.00917157881162986,297.42545454545456,0.27038677685950413,0.5332514419375096,80.07670342465858,0.004415198564378969,5.851248894850624,0.01756150518064403,494382.0594471074,36.974607393771144,0.0001748388828843235,45.17549003465911,0.04620222173406552,0.014447024305779703