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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-LungMeta-AYEY/t1.nii.gz,/hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/001-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': {}},ab5678357d0c27912f06098c9d86554df5d96f60,3D,"(0.75, 0.75, 5.999995708465576)","(260, 320, 24)",103.09735727163462,0.0,1910.0,739e051bf626c3e18f800ad0addb029c54853121,"(0.75, 0.75, 5.999995708465576)","(260, 320, 24)","(48, 83, 12, 80, 119, 11)",42203,1,"(92.56844300168234, 144.94770513944508, 16.926877236215436)","(-17.950475278096704, 25.90510941496271, 56.26027581963581)",0.7852891673034078,0.5903601266329288,45.818310257571284,77.61078059064101,84.3341198370757,92.575631116286,85.70370470405582,94.93054937217387,142123.11709555238,60.94690526379197,0.577205811714103,22817.247081515412,0.1605456420307394,142435.02312245965,383.0,519.0,8786359771.0,3.1720121180343934,71.0,3.4473364879779376,636.0,43.414302569495675,452.8996279885316,458.0,230.0,406.0,29.573573668750225,456.2814669449757,-0.4793390195997294,29653943016.95695,0.13265550157964812,3074.7040453086133,94.05245838873674,923.3365038222666,-36.08706387604602,16.738045460953366,2.434937393191039,0.7439617497053005,1.1119611096094635,1.877281500323801,1.086859282834015,0.6017688102658907,0.5642578942141315,0.9918700741851462,0.9418142758634352,-0.23019029038847583,0.8321025744940973,0.46323692536676375,9.51171860316951,0.03287150164505969,5.5412081400934845,0.769324340844894,0.07211971986329077,19.02343720633902,4.026862055661654,4.793245713536101,7.042307150704225,3016.4168187095706,0.07147399044403409,16.04272969747761,5598.460133165889,5.0015685585604865,97.85903845698174,83.51702485605288,7950.629268061512,1.0839855203728974,0.014389417011829464,0.04917562708079483,4.8676532751833035,0.001006570644053361,3841.0774747397422,0.1260520948288107,5.423695518247562,98.45507038714283,2.954062969638726,286.86556926736586,0.04092739592361853,0.014805687368701227,4.393854856227259,18588.752616805326,0.5865855347345765,0.7225279282005107,0.8095904351849099,0.7839976624773475,77.61785771464723,0.011882053589200893,112.46031746031746,0.08114020018781924,11.886075764863643,98.62049062049061,142036.91847041846,14147600.393217893,1543.1744726691109,0.026509656354918556,382.2005772005772,0.2757579922082087,0.5389605212223987,52.65795548019296,0.015008783800430095,6.280486492790525,0.032841267208492286,141109.74672773917,18.187861296675205,0.0002690209308755755,94.01316075579092,0.027893933070094634,0.031234525464224734
  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-LungMeta-AYEY/t1.nii.gz,/hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/001-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': {}},ab5678357d0c27912f06098c9d86554df5d96f60,3D,"(0.75, 0.75, 5.999995708465576)","(260, 320, 24)",103.09735727163462,0.0,1910.0,739e051bf626c3e18f800ad0addb029c54853121,"(0.75, 0.75, 5.999995708465576)","(260, 320, 24)","(48, 83, 12, 80, 119, 11)",42203,1,"(92.56844300168234, 144.94770513944508, 16.926877236215436)","(-17.950475278096704, 25.90510941496271, 56.26027581963581)",0.7852891673034078,0.5903601266329288,45.818310257571284,77.61078059064101,84.3341198370757,92.575631116286,85.70370470405582,94.93054937217387,142123.11709555238,60.94690526379197,0.577205811714103,22817.247081515412,0.1605456420307394,142435.02312245965,383.0,519.0,8786359771.0,3.1720121180343934,71.0,3.4473364879779376,636.0,43.414302569495675,452.8996279885316,458.0,230.0,406.0,29.573573668750225,456.2814669449757,-0.4793390195997294,29653943016.95695,0.13265550157964812,3074.7040453086133,94.05245838873674,923.3365038222666,-36.08706387604602,16.738045460953366,2.434937393191039,0.7439617497053005,1.1119611096094635,1.877281500323801,1.086859282834015,0.6017688102658907,0.5642578942141315,0.9918700741851462,0.9418142758634352,-0.23019029038847583,0.8321025744940973,0.46323692536676375,9.51171860316951,0.03287150164505969,5.5412081400934845,0.769324340844894,0.07211971986329077,19.02343720633902,4.026862055661654,4.793245713536101,7.042307150704225,3016.4168187095706,0.07147399044403409,16.04272969747761,5598.460133165889,5.0015685585604865,97.85903845698174,83.51702485605288,7950.629268061512,1.0839855203728974,0.014389417011829464,0.04917562708079483,4.8676532751833035,0.001006570644053361,3841.0774747397422,0.1260520948288107,5.423695518247562,98.45507038714283,2.954062969638726,286.86556926736586,0.04092739592361853,0.014805687368701227,4.393854856227259,18588.752616805326,0.5865855347345765,0.7225279282005107,0.8095904351849099,0.7839976624773475,77.61785771464723,0.011882053589200893,112.46031746031746,0.08114020018781924,11.886075764863643,98.62049062049061,142036.91847041846,14147600.393217893,1543.1744726691109,0.026509656354918556,382.2005772005772,0.2757579922082087,0.5389605212223987,52.65795548019296,0.015008783800430095,6.280486492790525,0.032841267208492286,141109.74672773917,18.187861296675205,0.0002690209308755755,94.01316075579092,0.027893933070094634,0.031234525464224734
  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-LungMeta-AYEY/t1.nii.gz,/hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/001-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': {}},ab5678357d0c27912f06098c9d86554df5d96f60,3D,"(0.75, 0.75, 5.999995708465576)","(260, 320, 24)",103.09735727163462,0.0,1910.0,739e051bf626c3e18f800ad0addb029c54853121,"(0.75, 0.75, 5.999995708465576)","(260, 320, 24)","(48, 83, 12, 80, 119, 11)",42203,1,"(92.56844300168234, 144.94770513944508, 16.926877236215436)","(-17.95047754287704, 25.905110188790246, 56.26027516594158)",0.7852891673034078,0.5903601266329288,45.818310257571284,77.61078059064101,84.3341198370757,92.575631116286,85.70370470405582,94.93054937217387,142123.11709555238,60.94690526379197,0.577205811714103,22817.247081515412,0.1605456420307394,142435.02312245965,383.0,519.0,8786359771.0,3.1720121180343934,71.0,3.4473364879779376,636.0,43.414302569495675,452.8996279885316,458.0,230.0,406.0,29.573573668750225,456.2814669449757,-0.4793390195997294,29653943016.95695,0.13265550157964812,3074.7040453086133,94.05245838873674,923.3365038222666,-36.08706387604602,16.738045460953366,2.434937393191039,0.7439617497053005,1.1119611096094635,1.877281500323801,1.086859282834015,0.6017688102658907,0.5642578942141315,0.9918700741851462,0.9418142758634352,-0.23019029038847583,0.8321025744940973,0.46323692536676375,9.51171860316951,0.03287150164505969,5.5412081400934845,0.769324340844894,0.07211971986329077,19.02343720633902,4.026862055661654,4.793245713536101,7.042307150704225,3016.4168187095706,0.07147399044403409,16.04272969747761,5598.460133165889,5.0015685585604865,97.85903845698174,83.51702485605288,7950.629268061512,1.0839855203728974,0.014389417011829464,0.04917562708079483,4.8676532751833035,0.001006570644053361,3841.0774747397422,0.1260520948288107,5.423695518247562,98.45507038714283,2.954062969638726,286.86556926736586,0.04092739592361853,0.014805687368701227,4.393854856227259,18588.752616805326,0.5865855347345765,0.7225279282005107,0.8095904351849099,0.7839976624773475,77.61785771464723,0.011882053589200893,112.46031746031746,0.08114020018781924,11.886075764863643,98.62049062049061,142036.91847041846,14147600.393217893,1543.1744726691109,0.026509656354918556,382.2005772005772,0.2757579922082087,0.5389605212223987,52.65795548019296,0.015008783800430095,6.280486492790525,0.032841267208492286,141109.74672773917,18.187861296675205,0.0002690209308755755,94.01316075579092,0.027893933070094634,0.031234525464224734