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t1_radiomics.csv 21 KB

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  2. /hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/024-Glioma-AYEY/t1.nii.gz,/hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/024-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': {}},96319a8a1ae8072e1719b4d75b8622d8867e0ffb,3D,"(0.75, 0.75, 6.000002384185791)","(260, 320, 24)",115.94200270432692,0.0,1667.0,d633c0712c7804adbcbe10a48319852285f5c7a5,"(0.75, 0.75, 6.000002384185791)","(260, 320, 24)","(120, 80, 10, 98, 134, 12)",65633,1,"(168.82246735636036, 148.38643670104977, 15.58376121768013)","(20.266132262848004, 39.28749493147373, 35.384209681094816)",0.7446925255146014,0.6154837455375229,54.63719246834154,88.77113792928034,83.40865339902363,101.75983892198852,100.60069582264329,102.55273536073265,221183.10351523384,66.1072028973608,0.6597418132764937,26808.843516957473,0.1212065618525469,221511.46302071214,432.0,604.0,18003473459.0,3.4469144453376606,93.0,8.103735997572956,764.0,54.085920493071875,519.1448966221261,521.0,0.0,764.0,38.27324523766758,523.741543200623,-0.7017054021559717,60761747068.664406,0.10457275731293807,4793.780385372046,452.421460887744,2593.645247275817,-30.48424894728635,24.240090999373937,3.949949847528811,0.7152528485458001,1.3578433096335831,2.052646535793181,1.9069895144943074,0.5596590053444479,0.5112595880823659,0.9961254304807098,0.9597256317361644,-0.2190276436103187,0.8245100771266153,0.4395701520628113,21.150501471165455,0.02141483550295921,6.053195818121215,0.7501926813541162,0.04114996167515111,42.30100294233092,4.305816110417757,7.047510211725688,7.224141038868799,5287.606341322201,0.0805632279695001,13.170694210909256,6863.423780720064,7.711503865592426,460.9129553730593,68.73976505721207,30846.89893803422,0.21592858758816594,0.004190237304896578,0.05609144858319363,26.662388193030978,0.00029759485478375705,5058.964938961795,0.10254660156816085,8.037329762620304,463.5125614924646,2.6667074065723777,1219.4261071973403,0.01111851947826675,0.004369744351686898,4.5373236183384735,32018.955426308,0.6240829262111643,0.7517512883411137,0.6873911680043272,0.8071946668595253,375.95188671508646,0.0037025787757707512,180.23261589403972,0.07459959267137406,15.27577857741985,483.3282284768212,146851.4697847682,66463770.48178808,336.11362274131227,0.007270886276626353,691.4155629139073,0.2861819382921802,0.5497250622335832,262.76066006070386,0.0030196593562187256,6.432998822783725,0.036810750689439765,146113.47948811867,10.361789968178368,0.00018100559396151325,195.31234486175796,0.03324058405012648,0.04238356886531413
  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.2.2/024-Glioma-AYEY/t1.nii.gz,/hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/024-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': {}},96319a8a1ae8072e1719b4d75b8622d8867e0ffb,3D,"(0.75, 0.75, 6.000002384185791)","(260, 320, 24)",115.94200270432692,0.0,1667.0,d633c0712c7804adbcbe10a48319852285f5c7a5,"(0.75, 0.75, 6.000002384185791)","(260, 320, 24)","(120, 80, 10, 98, 134, 12)",65633,1,"(168.82246735636036, 148.38643670104977, 15.58376121768013)","(20.266132262848004, 39.28749493147373, 35.384209681094816)",0.7446925255146014,0.6154837455375229,54.63719246834154,88.77113792928034,83.40865339902363,101.75983892198852,100.60069582264329,102.55273536073265,221183.10351523384,66.1072028973608,0.6597418132764937,26808.843516957473,0.1212065618525469,221511.46302071214,432.0,604.0,18003473459.0,3.4469144453376606,93.0,8.103735997572956,764.0,54.085920493071875,519.1448966221261,521.0,0.0,764.0,38.27324523766758,523.741543200623,-0.7017054021559717,60761747068.664406,0.10457275731293807,4793.780385372046,452.421460887744,2593.645247275817,-30.48424894728635,24.240090999373937,3.949949847528811,0.7152528485458001,1.3578433096335831,2.052646535793181,1.9069895144943074,0.5596590053444479,0.5112595880823659,0.9961254304807098,0.9597256317361644,-0.2190276436103187,0.8245100771266153,0.4395701520628113,21.150501471165455,0.02141483550295921,6.053195818121215,0.7501926813541162,0.04114996167515111,42.30100294233092,4.305816110417757,7.047510211725688,7.224141038868799,5287.606341322201,0.0805632279695001,13.170694210909256,6863.423780720064,7.711503865592426,460.9129553730593,68.73976505721207,30846.89893803422,0.21592858758816594,0.004190237304896578,0.05609144858319363,26.662388193030978,0.00029759485478375705,5058.964938961795,0.10254660156816085,8.037329762620304,463.5125614924646,2.6667074065723777,1219.4261071973403,0.01111851947826675,0.004369744351686898,4.5373236183384735,32018.955426308,0.6240829262111643,0.7517512883411137,0.6873911680043272,0.8071946668595253,375.95188671508646,0.0037025787757707512,180.23261589403972,0.07459959267137406,15.27577857741985,483.3282284768212,146851.4697847682,66463770.48178808,336.11362274131227,0.007270886276626353,691.4155629139073,0.2861819382921802,0.5497250622335832,262.76066006070386,0.0030196593562187256,6.432998822783725,0.036810750689439765,146113.47948811867,10.361789968178368,0.00018100559396151325,195.31234486175796,0.03324058405012648,0.04238356886531413
  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.2.2/024-Glioma-AYEY/t1.nii.gz,/hdd3/bran/data/SD_glioma/submitted_data/MOTUM-v.2.2/024-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': {}},96319a8a1ae8072e1719b4d75b8622d8867e0ffb,3D,"(0.75, 0.75, 6.000002384185791)","(260, 320, 24)",115.94200270432692,0.0,1667.0,d633c0712c7804adbcbe10a48319852285f5c7a5,"(0.75, 0.75, 6.000002384185791)","(260, 320, 24)","(120, 80, 10, 98, 134, 12)",65633,1,"(168.82246735636036, 148.38643670104977, 15.58376121768013)","(20.266127062637565, 39.287499308467346, 35.38420675045626)",0.7446925255146014,0.6154837455375229,54.63719246834154,88.77113792928034,83.40865339902363,101.75983892198852,100.60069582264329,102.55273536073265,221183.10351523384,66.1072028973608,0.6597418132764937,26808.843516957473,0.1212065618525469,221511.46302071214,432.0,604.0,18003473459.0,3.4469144453376606,93.0,8.103735997572956,764.0,54.085920493071875,519.1448966221261,521.0,0.0,764.0,38.27324523766758,523.741543200623,-0.7017054021559717,60761747068.664406,0.10457275731293807,4793.780385372046,452.421460887744,2593.645247275817,-30.48424894728635,24.240090999373937,3.949949847528811,0.7152528485458001,1.3578433096335831,2.052646535793181,1.9069895144943074,0.5596590053444479,0.5112595880823659,0.9961254304807098,0.9597256317361644,-0.2190276436103187,0.8245100771266153,0.4395701520628113,21.150501471165455,0.02141483550295921,6.053195818121215,0.7501926813541162,0.04114996167515111,42.30100294233092,4.305816110417757,7.047510211725688,7.224141038868799,5287.606341322201,0.0805632279695001,13.170694210909256,6863.423780720064,7.711503865592426,460.9129553730593,68.73976505721207,30846.89893803422,0.21592858758816594,0.004190237304896578,0.05609144858319363,26.662388193030978,0.00029759485478375705,5058.964938961795,0.10254660156816085,8.037329762620304,463.5125614924646,2.6667074065723777,1219.4261071973403,0.01111851947826675,0.004369744351686898,4.5373236183384735,32018.955426308,0.6240829262111643,0.7517512883411137,0.6873911680043272,0.8071946668595253,375.95188671508646,0.0037025787757707512,180.23261589403972,0.07459959267137406,15.27577857741985,483.3282284768212,146851.4697847682,66463770.48178808,336.11362274131227,0.007270886276626353,691.4155629139073,0.2861819382921802,0.5497250622335832,262.76066006070386,0.0030196593562187256,6.432998822783725,0.036810750689439765,146113.47948811867,10.361789968178368,0.00018100559396151325,195.31234486175796,0.03324058405012648,0.04238356886531413