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t1_radiomics.csv 21 KB

123456
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  2. /hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/019-Glioma-AYEY/t1.nii.gz,/hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/019-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': {}},270f3ec3116d21b37d48caae479c3f38c050100d,3D,"(0.75, 0.75, 6.499997615814209)","(260, 320, 21)",118.5278228021978,0.0,1858.0,8a07216a2782606d76605e56b177fd878bab0b85,"(0.75, 0.75, 6.499997615814209)","(260, 320, 21)","(134, 147, 6, 85, 124, 12)",41362,1,"(173.2876795125961, 214.76326096417, 10.511532324355688)","(31.48078942959269, 76.16632121205981, 0.771828928153468)",0.835518816713297,0.5047818175672999,42.87272094358418,84.93317201915298,90.04996133705454,91.4398504464899,93.5427709660132,111.01377729667809,150935.73369958252,70.9632633851496,0.5280533746037064,25961.7730362908,0.1720054780928435,151229.75702923536,421.0,552.0,9823506136.0,3.177850324147284,73.0,10.013339476230138,681.0,43.63624953721182,483.82384797640344,487.0,0.0,681.0,29.67562779760656,487.340489563756,-1.1095419052622186,35917181135.40164,0.1335425385702886,3415.2368975474124,391.03375120707193,1503.8168639886817,-27.516456914304552,16.10964958545388,2.5722368508906994,0.7166891769543317,1.0822373505475666,1.8791532315600863,1.2955763811894694,0.6169299582566872,0.5817440321368739,0.9968100901420527,0.9642576007409549,-0.23081055538147735,0.8246463101959735,0.45069652850140013,19.688507919478365,0.03515824102965899,5.490841912422817,0.757697564082613,0.07417941609923942,39.37701583895674,3.9946681672585864,4.670471609086144,7.147212190204417,2669.69812871718,0.0645447059793332,20.85099991440103,5523.586480344277,5.547520187109132,400.5701126637977,95.94255596924714,36677.09832696678,0.2647605165622962,0.003397301583442182,0.05480640629433485,21.327919868424225,0.0005000108682146672,3724.0963964307584,0.1272137332340842,6.395803011133162,405.03523313211787,3.4644380620965816,1355.6217404027755,0.010650880803294663,0.003678168816269903,4.471134120733432,17624.530957205854,0.5760049458344817,0.7051715993498306,1.1200910052756394,0.7755469324185125,316.21972145561637,0.0030450252040762553,112.28451380552221,0.06739766735025343,26.486212131911586,380.02100840336135,110417.31572629052,43184782.07262905,287.55240290796746,0.012536560844675231,582.6470588235294,0.34972812654473556,0.6139098318455077,216.80281731876016,0.009128138237921747,6.402534099566129,0.04027851651274116,109800.92929993125,4.327925142251906,0.0002741131706282558,318.33842602543444,0.011116374053666493,0.17818952116356299
  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.2.2/019-Glioma-AYEY/t1.nii.gz,/hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/019-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': {}},270f3ec3116d21b37d48caae479c3f38c050100d,3D,"(0.75, 0.75, 6.499997615814209)","(260, 320, 21)",118.5278228021978,0.0,1858.0,8a07216a2782606d76605e56b177fd878bab0b85,"(0.75, 0.75, 6.499997615814209)","(260, 320, 21)","(134, 147, 6, 85, 124, 12)",41362,1,"(173.2876795125961, 214.76326096417, 10.511532324355688)","(31.48078942959269, 76.16632121205981, 0.771828928153468)",0.835518816713297,0.5047818175672999,42.87272094358418,84.93317201915298,90.04996133705454,91.4398504464899,93.5427709660132,111.01377729667809,150935.73369958252,70.9632633851496,0.5280533746037064,25961.7730362908,0.1720054780928435,151229.75702923536,421.0,552.0,9823506136.0,3.177850324147284,73.0,10.013339476230138,681.0,43.63624953721182,483.82384797640344,487.0,0.0,681.0,29.67562779760656,487.340489563756,-1.1095419052622186,35917181135.40164,0.1335425385702886,3415.2368975474124,391.03375120707193,1503.8168639886817,-27.516456914304552,16.10964958545388,2.5722368508906994,0.7166891769543317,1.0822373505475666,1.8791532315600863,1.2955763811894694,0.6169299582566872,0.5817440321368739,0.9968100901420527,0.9642576007409549,-0.23081055538147735,0.8246463101959735,0.45069652850140013,19.688507919478365,0.03515824102965899,5.490841912422817,0.757697564082613,0.07417941609923942,39.37701583895674,3.9946681672585864,4.670471609086144,7.147212190204417,2669.69812871718,0.0645447059793332,20.85099991440103,5523.586480344277,5.547520187109132,400.5701126637977,95.94255596924714,36677.09832696678,0.2647605165622962,0.003397301583442182,0.05480640629433485,21.327919868424225,0.0005000108682146672,3724.0963964307584,0.1272137332340842,6.395803011133162,405.03523313211787,3.4644380620965816,1355.6217404027755,0.010650880803294663,0.003678168816269903,4.471134120733432,17624.530957205854,0.5760049458344817,0.7051715993498306,1.1200910052756394,0.7755469324185125,316.21972145561637,0.0030450252040762553,112.28451380552221,0.06739766735025343,26.486212131911586,380.02100840336135,110417.31572629052,43184782.07262905,287.55240290796746,0.012536560844675231,582.6470588235294,0.34972812654473556,0.6139098318455077,216.80281731876016,0.009128138237921747,6.402534099566129,0.04027851651274116,109800.92929993125,4.327925142251906,0.0002741131706282558,318.33842602543444,0.011116374053666493,0.17818952116356299
  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.2.2/019-Glioma-AYEY/t1.nii.gz,/hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/019-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': {}},270f3ec3116d21b37d48caae479c3f38c050100d,3D,"(0.75, 0.75, 6.499997615814209)","(260, 320, 21)",118.5278228021978,0.0,1858.0,8a07216a2782606d76605e56b177fd878bab0b85,"(0.75, 0.75, 6.499997615814209)","(260, 320, 21)","(134, 147, 6, 85, 124, 12)",41362,1,"(173.2876795125961, 214.76326096417, 10.511532324355688)","(31.480782756812758, 76.16632660772055, 0.7718319712147519)",0.835518816713297,0.5047818175672999,42.87272094358418,84.93317201915298,90.04996133705454,91.4398504464899,93.5427709660132,111.01377729667809,150935.73369958252,70.9632633851496,0.5280533746037064,25961.7730362908,0.1720054780928435,151229.75702923536,421.0,552.0,9823506136.0,3.177850324147284,73.0,10.013339476230138,681.0,43.63624953721182,483.82384797640344,487.0,0.0,681.0,29.67562779760656,487.340489563756,-1.1095419052622186,35917181135.40164,0.1335425385702886,3415.2368975474124,391.03375120707193,1503.8168639886817,-27.516456914304552,16.10964958545388,2.5722368508906994,0.7166891769543317,1.0822373505475666,1.8791532315600863,1.2955763811894694,0.6169299582566872,0.5817440321368739,0.9968100901420527,0.9642576007409549,-0.23081055538147735,0.8246463101959735,0.45069652850140013,19.688507919478365,0.03515824102965899,5.490841912422817,0.757697564082613,0.07417941609923942,39.37701583895674,3.9946681672585864,4.670471609086144,7.147212190204417,2669.69812871718,0.0645447059793332,20.85099991440103,5523.586480344277,5.547520187109132,400.5701126637977,95.94255596924714,36677.09832696678,0.2647605165622962,0.003397301583442182,0.05480640629433485,21.327919868424225,0.0005000108682146672,3724.0963964307584,0.1272137332340842,6.395803011133162,405.03523313211787,3.4644380620965816,1355.6217404027755,0.010650880803294663,0.003678168816269903,4.471134120733432,17624.530957205854,0.5760049458344817,0.7051715993498306,1.1200910052756394,0.7755469324185125,316.21972145561637,0.0030450252040762553,112.28451380552221,0.06739766735025343,26.486212131911586,380.02100840336135,110417.31572629052,43184782.07262905,287.55240290796746,0.012536560844675231,582.6470588235294,0.34972812654473556,0.6139098318455077,216.80281731876016,0.009128138237921747,6.402534099566129,0.04027851651274116,109800.92929993125,4.327925142251906,0.0002741131706282558,318.33842602543444,0.011116374053666493,0.17818952116356299