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t1_radiomics.csv 21 KB

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  2. /hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/002-LungMeta-AYEY/t1.nii.gz,/hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/002-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': {}},eb91b4b34bf0d1b77cedd22fe85d1eddc665210b,3D,"(0.75, 0.75, 6.250007629394531)","(260, 320, 21)",150.8422029532967,0.0,2594.0,2d05f144949e78d38827d308797f59c03396dd0c,"(0.75, 0.75, 6.250007629394531)","(260, 320, 21)","(36, 119, 6, 113, 138, 13)",73052,1,"(85.31440617642228, 187.70173301210096, 12.732683567869463)","(-36.7075282531393, 56.21349862426382, -31.757070680706207)",0.7127600821183363,0.660814691386756,62.83381289645839,95.08537524279035,87.22279480290479,114.51695387481575,102.04962028346799,128.32897659109784,256368.76998102665,67.77305986630407,0.5133354555038047,38018.32183379226,0.14829544892151225,256823.75100517273,438.0,579.0,19022379054.0,3.2465066222470282,79.0,8.958220039970323,742.0,46.20167689316809,506.78656299622185,507.0,0.0,742.0,32.4909461501561,510.2891808599525,-0.7594240870953081,66875632996.913284,0.1240469686603354,3562.4276691977916,433.4367422910231,1444.1782292419011,-17.25669151759731,17.30250616983428,2.618791951241992,0.7312273858503876,1.0992929847360806,1.8831906816989716,1.3275894705743498,0.6063637565594788,0.5705408498587203,0.9971913599178621,0.9659293435237232,-0.23026437847113373,0.841343777035758,0.46886904132177154,20.730765173164198,0.030481731500360282,5.595340204948604,0.7735518904395959,0.05783942519909605,41.461530346328395,4.0632452077131225,4.980324530269068,7.194378195009376,4892.328505721952,0.06697049369930942,18.068546622760355,9061.879154574823,5.764830834153599,438.11866889339103,87.6475113617697,37491.03149811093,0.22910022137713623,0.0034876735253479706,0.05598932512220162,24.416024515897224,0.00037022097722548314,6219.827003298889,0.11857579271787194,6.400325688440946,440.6029325572673,2.949893178635855,1280.5638691555387,0.009408191379316956,0.003765733710294659,4.4920322743073635,31560.410738265662,0.5832231847103906,0.717638436687881,0.823604249988485,0.7838417430640909,346.7423149111559,0.0031559009684596147,220.32145130490133,0.07012140397991767,18.772053726011844,434.3115849777212,164792.79694462125,70857759.47708467,391.59298576191816,0.009180982209558833,918.4684914067473,0.2923196980925357,0.5571636642616481,233.7863192303489,0.004753188609076565,6.589236112525613,0.043010458303674094,164252.2270448505,7.770809999104199,0.00015710461902746314,300.1818749503899,0.013132780276339854,0.08063451875547285
  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.2.2/002-LungMeta-AYEY/t1.nii.gz,/hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/002-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': {}},eb91b4b34bf0d1b77cedd22fe85d1eddc665210b,3D,"(0.75, 0.75, 6.250007629394531)","(260, 320, 21)",150.8422029532967,0.0,2594.0,2d05f144949e78d38827d308797f59c03396dd0c,"(0.75, 0.75, 6.250007629394531)","(260, 320, 21)","(36, 119, 6, 113, 138, 13)",73052,1,"(85.31440617642228, 187.70173301210096, 12.732683567869463)","(-36.7075282531393, 56.21349862426382, -31.757070680706207)",0.7127600821183363,0.660814691386756,62.83381289645839,95.08537524279035,87.22279480290479,114.51695387481575,102.04962028346799,128.32897659109784,256368.76998102665,67.77305986630407,0.5133354555038047,38018.32183379226,0.14829544892151225,256823.75100517273,438.0,579.0,19022379054.0,3.2465066222470282,79.0,8.958220039970323,742.0,46.20167689316809,506.78656299622185,507.0,0.0,742.0,32.4909461501561,510.2891808599525,-0.7594240870953081,66875632996.913284,0.1240469686603354,3562.4276691977916,433.4367422910231,1444.1782292419011,-17.25669151759731,17.30250616983428,2.618791951241992,0.7312273858503876,1.0992929847360806,1.8831906816989716,1.3275894705743498,0.6063637565594788,0.5705408498587203,0.9971913599178621,0.9659293435237232,-0.23026437847113373,0.841343777035758,0.46886904132177154,20.730765173164198,0.030481731500360282,5.595340204948604,0.7735518904395959,0.05783942519909605,41.461530346328395,4.0632452077131225,4.980324530269068,7.194378195009376,4892.328505721952,0.06697049369930942,18.068546622760355,9061.879154574823,5.764830834153599,438.11866889339103,87.6475113617697,37491.03149811093,0.22910022137713623,0.0034876735253479706,0.05598932512220162,24.416024515897224,0.00037022097722548314,6219.827003298889,0.11857579271787194,6.400325688440946,440.6029325572673,2.949893178635855,1280.5638691555387,0.009408191379316956,0.003765733710294659,4.4920322743073635,31560.410738265662,0.5832231847103906,0.717638436687881,0.823604249988485,0.7838417430640909,346.7423149111559,0.0031559009684596147,220.32145130490133,0.07012140397991767,18.772053726011844,434.3115849777212,164792.79694462125,70857759.47708467,391.59298576191816,0.009180982209558833,918.4684914067473,0.2923196980925357,0.5571636642616481,233.7863192303489,0.004753188609076565,6.589236112525613,0.043010458303674094,164252.2270448505,7.770809999104199,0.00015710461902746314,300.1818749503899,0.013132780276339854,0.08063451875547285
  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.2.2/002-LungMeta-AYEY/t1.nii.gz,/hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/002-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': {}},eb91b4b34bf0d1b77cedd22fe85d1eddc665210b,3D,"(0.75, 0.75, 6.250007629394531)","(260, 320, 21)",150.8422029532967,0.0,2594.0,2d05f144949e78d38827d308797f59c03396dd0c,"(0.75, 0.75, 6.250007629394531)","(260, 320, 21)","(36, 119, 6, 113, 138, 13)",73052,1,"(85.31440617642228, 187.70173301210096, 12.732683567869463)","(-36.70753047850786, 56.213499226584105, -31.7570717443881)",0.7127600821183363,0.660814691386756,62.83381289645839,95.08537524279035,87.22279480290479,114.51695387481575,102.04962028346799,128.32897659109784,256368.76998102665,67.77305986630407,0.5133354555038047,38018.32183379226,0.14829544892151225,256823.75100517273,438.0,579.0,19022379054.0,3.2465066222470282,79.0,8.958220039970323,742.0,46.20167689316809,506.78656299622185,507.0,0.0,742.0,32.4909461501561,510.2891808599525,-0.7594240870953081,66875632996.913284,0.1240469686603354,3562.4276691977916,433.4367422910231,1444.1782292419011,-17.25669151759731,17.30250616983428,2.618791951241992,0.7312273858503876,1.0992929847360806,1.8831906816989716,1.3275894705743498,0.6063637565594788,0.5705408498587203,0.9971913599178621,0.9659293435237232,-0.23026437847113373,0.841343777035758,0.46886904132177154,20.730765173164198,0.030481731500360282,5.595340204948604,0.7735518904395959,0.05783942519909605,41.461530346328395,4.0632452077131225,4.980324530269068,7.194378195009376,4892.328505721952,0.06697049369930942,18.068546622760355,9061.879154574823,5.764830834153599,438.11866889339103,87.6475113617697,37491.03149811093,0.22910022137713623,0.0034876735253479706,0.05598932512220162,24.416024515897224,0.00037022097722548314,6219.827003298889,0.11857579271787194,6.400325688440946,440.6029325572673,2.949893178635855,1280.5638691555387,0.009408191379316956,0.003765733710294659,4.4920322743073635,31560.410738265662,0.5832231847103906,0.717638436687881,0.823604249988485,0.7838417430640909,346.7423149111559,0.0031559009684596147,220.32145130490133,0.07012140397991767,18.772053726011844,434.3115849777212,164792.79694462125,70857759.47708467,391.59298576191816,0.009180982209558833,918.4684914067473,0.2923196980925357,0.5571636642616481,233.7863192303489,0.004753188609076565,6.589236112525613,0.043010458303674094,164252.2270448505,7.770809999104199,0.00015710461902746314,300.1818749503899,0.013132780276339854,0.08063451875547285