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t1_radiomics.csv 21 KB

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  2. /hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/013-LungMeta-AYEY/t1.nii.gz,/hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/013-LungMeta-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': {}},e16944f59b237994469c71e86554fc2eb8f70dd4,3D,"(0.75, 0.75, 6.00000524520874)","(260, 320, 24)",98.04229417067307,0.0,1525.0,79b9b61dc50037c391dc09029333ea6e436e8953,"(0.75, 0.75, 6.00000524520874)","(260, 320, 24)","(91, 142, 7, 52, 42, 5)",3635,1,"(120.40082530949105, 165.0261348005502, 9.521045392022009)","(-2.467850751787381, 46.92147050813645, 2.6045413030503397)",0.6621545889238595,0.5596713595575967,21.14905786818949,37.788351158271134,43.8926361372898,41.899451948245215,37.865716684093016,44.661236067539804,12164.354384087026,25.02173012731547,0.6553937749768997,3902.7840525179618,0.3208377468534988,12268.135724812746,466.0,797.0,1403623951.0,4.322912852459885,157.5,5.548193221747889,1381.0,109.80646208628099,603.7922971114168,563.0,210.0,1171.0,67.81835424816678,621.4027595256396,1.4026920673663927,4737234975.919096,0.06819493348520139,21576.251494998374,321.7711232205372,54789.10661667493,1324.85812001002,109.88345375357765,39.98520580061199,0.47932859716320225,4.362983910361463,3.525738822694135,18.005578904082487,0.3589329855861365,0.28305403295515397,0.9839675715943165,0.922930637135184,-0.14465438469428765,0.7725795685385497,0.265696661846439,17.438891723567,0.007131211316900407,8.218319705059995,0.5294925880255396,0.02509275545669159,34.87778344713402,5.2086664449181495,37.46716488854741,7.042248540755051,526.0382393397524,0.1447147838623803,5.321054171105087,247.88858321870703,34.53659874860225,312.2379642365887,19.18156808803301,4480.554883081156,0.10099573594706414,0.005230204395625889,0.24348738626435823,102.63132479074099,0.0013809882065418352,210.3815718330775,0.06433449275907584,36.4052433839144,320.8166581864897,1.4937597366892676,438.00762549510625,0.007850960255475627,0.00522866200142914,4.8581254089307295,2737.446955413075,0.8290687086308421,0.8952703417627762,0.20337320096697417,0.9235941151157274,301.36380717015714,0.004834913344407366,40.61668321747766,0.04033434281775338,56.30962803572608,429.025819265144,96.8033763654419,20276.14597815293,0.5182037072918034,0.005475265785252478,351.06156901688183,0.34862122047356686,0.6120020161530906,286.923721413607,0.003674169776094709,6.87777101286172,0.27702888583218704,83.77321214260849,0.505536884497724,0.0022411108108625556,2280.246488305505,0.09251068529345642,2.4961568986474316
  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.2.2/013-LungMeta-AYEY/t1.nii.gz,/hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/013-LungMeta-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': {}},e16944f59b237994469c71e86554fc2eb8f70dd4,3D,"(0.75, 0.75, 6.00000524520874)","(260, 320, 24)",98.04229417067307,0.0,1525.0,79b9b61dc50037c391dc09029333ea6e436e8953,"(0.75, 0.75, 6.00000524520874)","(260, 320, 24)","(91, 142, 7, 52, 42, 5)",3635,1,"(120.40082530949105, 165.0261348005502, 9.521045392022009)","(-2.467850751787381, 46.92147050813645, 2.6045413030503397)",0.6621545889238595,0.5596713595575967,21.14905786818949,37.788351158271134,43.8926361372898,41.899451948245215,37.865716684093016,44.661236067539804,12164.354384087026,25.02173012731547,0.6553937749768997,3902.7840525179618,0.3208377468534988,12268.135724812746,466.0,797.0,1403623951.0,4.322912852459885,157.5,5.548193221747889,1381.0,109.80646208628099,603.7922971114168,563.0,210.0,1171.0,67.81835424816678,621.4027595256396,1.4026920673663927,4737234975.919096,0.06819493348520139,21576.251494998374,321.7711232205372,54789.10661667493,1324.85812001002,109.88345375357765,39.98520580061199,0.47932859716320225,4.362983910361463,3.525738822694135,18.005578904082487,0.3589329855861365,0.28305403295515397,0.9839675715943165,0.922930637135184,-0.14465438469428765,0.7725795685385497,0.265696661846439,17.438891723567,0.007131211316900407,8.218319705059995,0.5294925880255396,0.02509275545669159,34.87778344713402,5.2086664449181495,37.46716488854741,7.042248540755051,526.0382393397524,0.1447147838623803,5.321054171105087,247.88858321870703,34.53659874860225,312.2379642365887,19.18156808803301,4480.554883081156,0.10099573594706414,0.005230204395625889,0.24348738626435823,102.63132479074099,0.0013809882065418352,210.3815718330775,0.06433449275907584,36.4052433839144,320.8166581864897,1.4937597366892676,438.00762549510625,0.007850960255475627,0.00522866200142914,4.8581254089307295,2737.446955413075,0.8290687086308421,0.8952703417627762,0.20337320096697417,0.9235941151157274,301.36380717015714,0.004834913344407366,40.61668321747766,0.04033434281775338,56.30962803572608,429.025819265144,96.8033763654419,20276.14597815293,0.5182037072918034,0.005475265785252478,351.06156901688183,0.34862122047356686,0.6120020161530906,286.923721413607,0.003674169776094709,6.87777101286172,0.27702888583218704,83.77321214260849,0.505536884497724,0.0022411108108625556,2280.246488305505,0.09251068529345642,2.4961568986474316
  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.2.2/013-LungMeta-AYEY/t1.nii.gz,/hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/013-LungMeta-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': {}},e16944f59b237994469c71e86554fc2eb8f70dd4,3D,"(0.75, 0.75, 6.00000524520874)","(260, 320, 24)",98.04229417067307,0.0,1525.0,79b9b61dc50037c391dc09029333ea6e436e8953,"(0.75, 0.75, 6.00000524520874)","(260, 320, 24)","(91, 142, 7, 52, 42, 5)",3635,1,"(120.40082530949105, 165.0261348005502, 9.521045392022009)","(-2.4678496973319852, 46.92147155416092, 2.6045408042957305)",0.6621545889238595,0.5596713595575967,21.14905786818949,37.788351158271134,43.8926361372898,41.899451948245215,37.865716684093016,44.661236067539804,12164.354384087026,25.02173012731547,0.6553937749768997,3902.7840525179618,0.3208377468534988,12268.135724812746,466.0,797.0,1403623951.0,4.322912852459885,157.5,5.548193221747889,1381.0,109.80646208628099,603.7922971114168,563.0,210.0,1171.0,67.81835424816678,621.4027595256396,1.4026920673663927,4737234975.919096,0.06819493348520139,21576.251494998374,321.7711232205372,54789.10661667493,1324.85812001002,109.88345375357765,39.98520580061199,0.47932859716320225,4.362983910361463,3.525738822694135,18.005578904082487,0.3589329855861365,0.28305403295515397,0.9839675715943165,0.922930637135184,-0.14465438469428765,0.7725795685385497,0.265696661846439,17.438891723567,0.007131211316900407,8.218319705059995,0.5294925880255396,0.02509275545669159,34.87778344713402,5.2086664449181495,37.46716488854741,7.042248540755051,526.0382393397524,0.1447147838623803,5.321054171105087,247.88858321870703,34.53659874860225,312.2379642365887,19.18156808803301,4480.554883081156,0.10099573594706414,0.005230204395625889,0.24348738626435823,102.63132479074099,0.0013809882065418352,210.3815718330775,0.06433449275907584,36.4052433839144,320.8166581864897,1.4937597366892676,438.00762549510625,0.007850960255475627,0.00522866200142914,4.8581254089307295,2737.446955413075,0.8290687086308421,0.8952703417627762,0.20337320096697417,0.9235941151157274,301.36380717015714,0.004834913344407366,40.61668321747766,0.04033434281775338,56.30962803572608,429.025819265144,96.8033763654419,20276.14597815293,0.5182037072918034,0.005475265785252478,351.06156901688183,0.34862122047356686,0.6120020161530906,286.923721413607,0.003674169776094709,6.87777101286172,0.27702888583218704,83.77321214260849,0.505536884497724,0.0022411108108625556,2280.246488305505,0.09251068529345642,2.4961568986474316