HIE/Supplementary Material/Survival.MRI.Predictors.best

Brain.t1Rad.original_firstorder_Minimum : 0.3781980963857949
R.Thal.t2Rad.original_glszm_SmallAreaLowGrayLevelEmphasis : 0.31371192968850325
L.Pallidus.t2Rad.original_glcm_ClusterShade : 0.31257497902364484
R.Pallidus.t2Rad.original_firstorder_Skewness : 0.28821808576002056
L.Pallidus.t2Rad.original_firstorder_Skewness : 0.2789149841906392
L.Thal.t2Rad.original_ngtdm_Busyness : 0.25607041933002833
L.Putamen.t1Rad.original_glcm_MCC : 0.2513524349491249
L.Putamen.t1Rad.original_glcm_Correlation : 0.2501011544484899
L.Amyg.t2Rad.original_firstorder_Skewness : 0.2480538847798899
L.Caudate.t2Rad.original_glszm_ZoneEntropy : 0.24046855024979627
R.Pallidus.t2Rad.original_glcm_ClusterShade : 0.23687394576081733
Brain.t2Rad.original_firstorder_Kurtosis : 0.23396260344829956
R.Putamen.t1Rad.original_glszm_LargeAreaHighGrayLevelEmphasis : 0.23333099816428027
L.Thal.t2Rad.original_ngtdm_Contrast : 0.23234464255525697
R.Pallidus.t2Rad.original_glszm_SmallAreaLowGrayLevelEmphasis : 0.22128610404101834
R.Putamen.t1Rad.original_shape_Elongation : 0.22068606533076685
R.Pallidus.t2Rad.original_ngtdm_Strength : 0.21635117570684775
L.Caudate.Geom.Orientation : 0.21143212934169567
R.Pallidus.t2Rad.original_glszm_ZoneVariance : 0.21125939801050483
R.Caudate.t2Rad.original_shape_Maximum2DDiameterSlice : 0.19883170067491873
L.Thal.t2Rad.original_shape_Maximum2DDiameterColumn : 0.19872124438528446
L.Thal.t2Rad.original_glszm_SizeZoneNonUniformity : 0.18946939459077836
SCANNER : 0.18778108771866955
Brain.t2Rad.original_glszm_GrayLevelNonUniformity : 0.1839172023678623
L.Pallidus.t2Rad.original_shape_Flatness : 0.17933920587820137
Brain.t2Rad.original_shape_Maximum2DDiameterColumn : 0.17894521607561595
L.PLIC.t1Rad.original_shape_Sphericity : 0.1789400732326602
L.PLIC.t2Rad.original_shape_Sphericity : 0.1789400732326602
R.Caudate.t2Rad.original_glszm_SmallAreaLowGrayLevelEmphasis : 0.1785794505299419
R.Amyg.t1Rad.original_ngtdm_Strength : 0.17432808710513467
L.Thal.t2Rad.original_glszm_GrayLevelNonUniformity : 0.17415540496732615
Brain.t2Rad.original_glcm_Imc1 : 0.17367523739687232
R.Pallidus.t2Rad.original_firstorder_Kurtosis : 0.1725386132786651
L.Caudate.t2Rad.original_shape_Maximum2DDiameterRow : 0.16736932466373008
L.Caudate.t2Rad.original_firstorder_Range : 0.16592717051177017
R.Caudate.t2Rad.original_glszm_SizeZoneNonUniformity : 0.16465863074814543
Brain.t2Rad.original_shape_Flatness : 0.16366798752447928
R.Amyg.t1Rad.original_glszm_GrayLevelVariance : 0.15821632167938438
R.Pallidus.t2Rad.original_firstorder_Variance : 0.1581162482371459
L.Pallidus.t2Rad.original_shape_Maximum2DDiameterColumn : 0.15689512967638364
L.Pallidus.t2Rad.original_shape_Elongation : 0.1568520668211576
R.Pallidus.t2Rad.original_shape_Elongation : 0.15155905290032093
R.Putamen.t1Rad.original_firstorder_Kurtosis : 0.1514357372876272
R.Pallidus.t2Rad.original_glcm_Correlation : 0.15099176154849137
R.Pallidus.t2Rad.original_glcm_MCC : 0.1509701672158911
L.Caudate.t2Rad.original_shape_Sphericity : 0.1467941337885278
L.Pallidus.t2Rad.original_firstorder_Range : 0.14632768347518
R.Pallidus.t2Rad.original_glszm_SmallAreaEmphasis : 0.14482522376952925
L.Caudate.t2Rad.original_shape_Maximum2DDiameterColumn : 0.144190877593788
R.Pallidus.t2Rad.original_shape_Maximum2DDiameterColumn : 0.1417123766715604
R.Thal.t2Rad.original_shape_Elongation : 0.14131247702568653
Brain.t2Rad.original_glszm_GrayLevelNonUniformityNormalized : 0.14130741749584275
R.Putamen.Geom.AxesLength_z : 0.14111727731571205
R.Putamen.t1Rad.original_shape_MajorAxisLength : 0.14111158415861935
L.Amyg.Geom.AxesLength_z : 0.13833577839188033
R.Pallidus.t2Rad.original_shape_Maximum2DDiameterRow : 0.13805365843470133
R.Pallidus.t2Rad.original_glszm_SmallAreaHighGrayLevelEmphasis : 0.13697132979718776
R.Pallidus.t2Rad.original_glszm_GrayLevelNonUniformityNormalized : 0.13627608949530642
R.Pallidus.t2Rad.original_glszm_GrayLevelVariance : 0.13627608949530634
L.Pallidus.t2Rad.original_firstorder_Kurtosis : 0.13408034306336414
L.Putamen.t1Rad.original_firstorder_Variance : 0.13383295201057904
R.Putamen.t1Rad.original_gldm_SmallDependenceHighGrayLevelEmphasis : 0.133528682663504
R.Putamen.t1Rad.original_firstorder_Skewness : 0.13345138781319396
R.Pallidus.t2Rad.original_glszm_GrayLevelNonUniformity : 0.1329312916654673
L.Putamen.t1Rad.original_glszm_GrayLevelNonUniformityNormalized : 0.13048594174334532
L.Pallidus.t2Rad.original_glszm_SmallAreaEmphasis : 0.13028094255453637
L.Putamen.t1Rad.original_shape_Elongation : 0.1301519361954381
L.Pallidus.t2Rad.original_glcm_ClusterProminence : 0.13004003983933254
L.Putamen.t1Rad.original_shape_Maximum2DDiameterColumn : 0.12913639100312743
L.Putamen.t1Rad.original_firstorder_Minimum : 0.1285287636274793
L.Pallidus.t2Rad.original_glszm_SizeZoneNonUniformity : 0.1273786123262874
R.Pallidus.t2Rad.original_ngtdm_Coarseness : 0.1261389293437705
Brain.t2Rad.original_glrlm_RunEntropy : 0.1259192191304885
L.Pallidus.t2Rad.original_gldm_SmallDependenceLowGrayLevelEmphasis : 0.12588522303102406
L.Putamen.t1Rad.original_firstorder_RobustMeanAbsoluteDeviation : 0.12552398203159273
L.Pallidus.t2Rad.original_glszm_GrayLevelNonUniformity : 0.12532903137206564
R.Putamen.t1Rad.original_firstorder_Minimum : 0.12525168349764346
L.Pallidus.t2Rad.original_glszm_SmallAreaHighGrayLevelEmphasis : 0.12429468442455603
L.Thal.t2Rad.original_firstorder_Minimum : 0.12392793242777483
L.Putamen.t1Rad.original_firstorder_MeanAbsoluteDeviation : 0.12363594776298499
Brain.t2Rad.original_glcm_Correlation : 0.12284027599038701
L.Thal.t2Rad.original_ngtdm_Complexity : 0.1220910387610963
L.Pallidus.Geom.AxesLength_y : 0.12193636558310313
L.Pallidus.t2Rad.original_shape_MinorAxisLength : 0.1219010469994736
L.Thal.t2Rad.original_firstorder_Energy : 0.12171144648741676
L.Thal.t2Rad.original_firstorder_TotalEnergy : 0.1217114464874164
R.Thal.t2Rad.original_firstorder_10Percentile : 0.12167579850147335
L.Putamen.t1Rad.original_ngtdm_Contrast : 0.12108546283102159
R.Caudate.t2Rad.original_firstorder_Skewness : 0.11738947465360905
R.Pallidus.t2Rad.original_shape_Flatness : 0.11728685894834992
R.Putamen.t1Rad.original_glszm_ZoneVariance : 0.1172566197277507
L.Putamen.Geom.Orientation : 0.11708428058414566
Brain.t2Rad.original_glszm_LargeAreaHighGrayLevelEmphasis : 0.1146857949911358
R.Putamen.t1Rad.original_firstorder_Variance : 0.11403470410356993
L.Thal.t2Rad.original_glrlm_RunLengthNonUniformityNormalized : 0.11103220288344379
R.Thal.t2Rad.original_firstorder_Energy : 0.10995968462356724
R.Thal.t2Rad.original_firstorder_TotalEnergy : 0.1099596846235672
L.Putamen.t1Rad.original_glszm_GrayLevelVariance : 0.10947573703185028
L.Thal.t2Rad.original_shape_Elongation : 0.10940687413300844
L.Pallidus.t2Rad.original_glrlm_RunLengthNonUniformityNormalized : 0.10804827914704243
R.Pallidus.t2Rad.original_gldm_DependenceVariance : 0.10777577356359073
R.Caudate.t2Rad.original_gldm_DependenceNonUniformityNormalized : 0.10713564294632101
L.Pallidus.t2Rad.original_firstorder_Variance : 0.1060003686510334
L.Thal.t2Rad.original_firstorder_Range : 0.10285049087776281
R.Pallidus.t2Rad.original_firstorder_MeanAbsoluteDeviation : 0.10171936348102874
R.Caudate.t2Rad.original_glrlm_RunLengthNonUniformity : 0.09992250165469749
R.Thal.t2Rad.original_glrlm_RunVariance : 0.09987574991640273
L.Putamen.t1Rad.original_shape_Maximum2DDiameterRow : 0.09972586393656395
Brain.t2Rad.original_firstorder_Skewness : 0.09943402221628135
L.Putamen.Geom.BoundingBoxLower_z : 0.09877947219575132
R.Thal.t2Rad.original_glrlm_HighGrayLevelRunEmphasis : 0.09774319364916614
Brain.t2Rad.original_glszm_LargeAreaEmphasis : 0.0965540657324365
Brain.t2Rad.original_glszm_ZoneVariance : 0.09652587642900937
L.Putamen.t1Rad.original_shape_MinorAxisLength : 0.09633436273033513
L.Putamen.Geom.AxesLength_y : 0.09631059971714975
R.Pallidus.t2Rad.original_glrlm_HighGrayLevelRunEmphasis : 0.09624478799026531
R.Pallidus.t2Rad.original_glrlm_LowGrayLevelRunEmphasis : 0.09624478799026491
R.Caudate.t2Rad.original_glcm_ClusterShade : 0.09507277521543735
L.Pallidus.t2Rad.original_gldm_DependenceNonUniformityNormalized : 0.09436643682363226
R.Thal.t2Rad.original_glrlm_LongRunHighGrayLevelEmphasis : 0.094264844859388
R.Pallidus.t2Rad.original_glszm_SizeZoneNonUniformityNormalized : 0.09348001757033567
R.Pallidus.t2Rad.original_firstorder_RobustMeanAbsoluteDeviation : 0.09314653044264715
R.Caudate.t2Rad.original_firstorder_Kurtosis : 0.0930805387516018
R.Putamen.Geom.BoundingBoxLower_z : 0.09215615097426948
L.Thal.t2Rad.original_firstorder_10Percentile : 0.09209372047664119
R.Putamen.Geom.BoundingBoxLower_x : 0.09178817565365072
R.Thal.t2Rad.original_glrlm_LowGrayLevelRunEmphasis : 0.09137729110838995
R.Thal.t2Rad.original_glrlm_LongRunLowGrayLevelEmphasis : 0.09131859822763834
L.Thal.t2Rad.original_glszm_ZonePercentage : 0.09085312658231802
L.Thal.t2Rad.original_firstorder_Median : 0.08991251913595777
R.Caudate.t2Rad.original_shape_Maximum2DDiameterColumn : 0.08990476553366926
L.Pallidus.t2Rad.original_firstorder_Maximum : 0.08827256381991959
L.Pallidus.t2Rad.original_shape_SurfaceVolumeRatio : 0.08668166888062762
L.Amyg.t2Rad.original_firstorder_Median : 0.08587693191173311
Brain.t2Rad.original_firstorder_InterquartileRange : 0.08562222111650625
L.Pallidus.t2Rad.original_ngtdm_Strength : 0.08502258805421585
L.Pallidus.t2Rad.original_glszm_LowGrayLevelZoneEmphasis : 0.0849596222804646
L.Pallidus.t2Rad.original_glszm_HighGrayLevelZoneEmphasis : 0.08495962228046455
Brain.t2Rad.original_glszm_LargeAreaLowGrayLevelEmphasis : 0.08487012720506737
R.Pallidus.t2Rad.original_firstorder_Maximum : 0.08441305517575715
L.Thal.t2Rad.original_glszm_LargeAreaHighGrayLevelEmphasis : 0.08422890579965063
R.Pallidus.t2Rad.original_shape_LeastAxisLength : 0.08410823331549633
L.Pallidus.t2Rad.original_shape_Sphericity : 0.08393136729035133
L.Pallidus.t2Rad.original_shape_Maximum3DDiameter : 0.08367299324711044
Brain.t2Rad.original_glcm_ClusterProminence : 0.08327736838791432
L.Thal.t2Rad.original_firstorder_MeanAbsoluteDeviation : 0.08321622564050689
L.Pallidus.t2Rad.original_shape_Maximum2DDiameterRow : 0.08307777400810255
R.Pallidus.Geom.AxesLength_y : 0.08268138168882783
R.Pallidus.t2Rad.original_shape_MinorAxisLength : 0.08263184282736148
L.Pallidus.t2Rad.original_firstorder_MeanAbsoluteDeviation : 0.08246873784161211
L.Thal.t2Rad.original_firstorder_Mean : 0.08239984811541921
L.Pallidus.t2Rad.original_gldm_SmallDependenceEmphasis : 0.08236198423820054
L.Thal.t2Rad.original_firstorder_RootMeanSquared : 0.08162254162867909
L.Pallidus.t2Rad.original_firstorder_Energy : 0.08002400346840678
L.Pallidus.t2Rad.original_firstorder_TotalEnergy : 0.08002400346840671
R.Caudate.t2Rad.original_shape_Sphericity : 0.07981079358626342
R.Pallidus.t2Rad.original_firstorder_InterquartileRange : 0.07976107667075312
L.Thal.t2Rad.original_shape_MinorAxisLength : 0.07918595057701797
L.Pallidus.t2Rad.original_firstorder_RobustMeanAbsoluteDeviation : 0.07873188578952629
Brain.t2Rad.original_firstorder_MeanAbsoluteDeviation : 0.0784309075299432
L.Pallidus.t2Rad.original_firstorder_InterquartileRange : 0.0782516502487883
R.Thal.t2Rad.original_firstorder_Mean : 0.0777599071495214
L.Pallidus.t2Rad.original_glszm_ZonePercentage : 0.07774183960061946
R.Thal.t2Rad.original_firstorder_Median : 0.07702702211814204
R.Pallidus.t2Rad.original_shape_Maximum3DDiameter : 0.07670817901000426
R.Pallidus.t2Rad.original_gldm_SmallDependenceHighGrayLevelEmphasis : 0.07619272957778085
R.Thal.t2Rad.original_firstorder_RootMeanSquared : 0.07555313770119473
R.Pallidus.t2Rad.original_gldm_SmallDependenceEmphasis : 0.0746505687150885
R.Pallidus.t2Rad.original_glszm_ZoneEntropy : 0.07376009542729581
R.Pallidus.t2Rad.original_glrlm_ShortRunHighGrayLevelEmphasis : 0.0736522872818063
R.Pallidus.t2Rad.original_shape_MajorAxisLength : 0.07360119562772245
L.Thal.t2Rad.original_glrlm_LongRunEmphasis : 0.0731531555421995
R.Pallidus.t2Rad.original_glszm_HighGrayLevelZoneEmphasis : 0.07309087002132451
R.Pallidus.t2Rad.original_glszm_LowGrayLevelZoneEmphasis : 0.07309087002132429
L.Caudate.t2Rad.original_gldm_LargeDependenceHighGrayLevelEmphasis : 0.07017141418921614
L.Putamen.t2Rad.original_firstorder_Energy : 0.07008604396809595
L.Putamen.t2Rad.original_firstorder_TotalEnergy : 0.07008604396809573
R.Thal.t2Rad.original_gldm_SmallDependenceLowGrayLevelEmphasis : 0.07000095327788411
R.Pallidus.t2Rad.original_shape_Sphericity : 0.06946259223025958
L.Amyg.t2Rad.original_firstorder_10Percentile : 0.0680140686818315
L.Pallidus.t2Rad.original_shape_Maximum2DDiameterSlice : 0.06790701835827652
L.Pallidus.t2Rad.original_glcm_ClusterTendency : 0.06776220741393416
Brain.t2Rad.original_glcm_ClusterTendency : 0.06771450292720044
L.Pallidus.t2Rad.original_gldm_SmallDependenceHighGrayLevelEmphasis : 0.06713827603522704
L.Pallidus.t2Rad.original_glcm_Imc2 : 0.0671145876704903
L.Pallidus.t2Rad.original_firstorder_Uniformity : 0.06699541342157032
L.Pallidus.t2Rad.original_gldm_GrayLevelVariance : 0.06699541342157016
R.Putamen.t2Rad.original_firstorder_Energy : 0.06699388234926118
R.Putamen.t2Rad.original_firstorder_TotalEnergy : 0.06699388234926078
L.Pallidus.t2Rad.original_glcm_SumSquares : 0.06680627342881731
L.Pallidus.t2Rad.original_shape_MajorAxisLength : 0.06664116579093765
R.Pallidus.t2Rad.original_glrlm_RunLengthNonUniformityNormalized : 0.0665703334158867
R.Pallidus.t2Rad.original_firstorder_Minimum : 0.06615080758858356
L.Pallidus.t2Rad.original_glcm_MCC : 0.06603241113089332
L.Pallidus.t2Rad.original_glcm_Correlation : 0.06595344705666314
L.Pallidus.t2Rad.original_glcm_JointEnergy : 0.065260453481497
R.Caudate.t2Rad.original_firstorder_10Percentile : 0.06366779042890318
L.Pallidus.t2Rad.original_firstorder_90Percentile : 0.062210617206646064
L.Pallidus.t2Rad.original_glszm_ZoneVariance : 0.06083876594449761
L.Pallidus.t2Rad.original_glszm_ZoneEntropy : 0.06068439419534877
L.Pallidus.t2Rad.original_firstorder_Entropy : 0.060585860028920774
L.Hipp.t2Rad.original_firstorder_10Percentile : 0.06009358754515501
L.Pallidus.t2Rad.original_glcm_JointEntropy : 0.060023933475652234
L.Pallidus.t2Rad.original_glcm_SumEntropy : 0.05997786258124433
R.Caudate.t2Rad.original_shape_Flatness : 0.05923215542253133
L.Pallidus.t2Rad.original_gldm_DependenceEntropy : 0.05895464360295495
L.Pallidus.t2Rad.original_glrlm_ShortRunHighGrayLevelEmphasis : 0.05800760093642833
L.Pallidus.t2Rad.original_glrlm_ShortRunEmphasis : 0.057328944359948134
L.Amyg.t2Rad.original_firstorder_Energy : 0.0551148203002598
L.Amyg.t2Rad.original_firstorder_TotalEnergy : 0.055114820300259534
R.Pallidus.t2Rad.original_shape_Maximum2DDiameterSlice : 0.05338867650056644
R.Pallidus.t2Rad.original_glrlm_ShortRunEmphasis : 0.05107493478815587
L.Pallidus.t2Rad.original_glrlm_GrayLevelNonUniformityNormalized : 0.050755208820752615
L.Pallidus.t2Rad.original_glrlm_GrayLevelVariance : 0.050755208820752566
R.Thal.t1Rad.original_shape_MinorAxisLength : 0.049648638537377734
R.Thal.t2Rad.original_shape_MinorAxisLength : 0.049648638537377734
R.Thal.Geom.AxesLength_y : 0.04963171085172903
L.Caudate.t2Rad.original_firstorder_10Percentile : 0.04942951366702877
R.Pallidus.t2Rad.original_firstorder_Energy : 0.04924923569758281
R.Pallidus.t2Rad.original_firstorder_TotalEnergy : 0.04924923569758236
L.Caudate.t2Rad.original_gldm_LowGrayLevelEmphasis : 0.04880957603978773
L.Pallidus.t2Rad.original_glszm_GrayLevelVariance : 0.04765679405700003
L.Pallidus.t2Rad.original_glszm_GrayLevelNonUniformityNormalized : 0.04765679405700003
R.Pallidus.t2Rad.original_glrlm_RunLengthNonUniformity : 0.04762337862102393
R.Pallidus.t2Rad.original_glcm_ClusterTendency : 0.046566961520013994
L.Pallidus.t2Rad.original_glszm_SizeZoneNonUniformityNormalized : 0.04653977195638774
R.Pallidus.t2Rad.original_glcm_ClusterProminence : 0.0463956493470288
R.Thal.t2Rad.original_gldm_DependenceNonUniformity : 0.04409993592836465
L.Pallidus.t2Rad.original_gldm_LargeDependenceEmphasis : 0.043911651282018356
L.Caudate.t2Rad.original_glcm_SumAverage : 0.043671030745271074
L.Caudate.t2Rad.original_glcm_JointAverage : 0.04367103074527096
R.Pallidus.t2Rad.original_glrlm_LongRunEmphasis : 0.04212965014278306
L.Pallidus.t2Rad.original_glrlm_RunLengthNonUniformity : 0.042090557105532285
L.Caudate.t2Rad.original_glcm_Autocorrelation : 0.04157298519221866
R.Pallidus.t2Rad.original_glcm_DifferenceVariance : 0.040762650990894815
L.Putamen.t1Rad.original_shape_Maximum2DDiameterSlice : 0.04016601738682271
L.Pallidus.t2Rad.original_glszm_LargeAreaHighGrayLevelEmphasis : 0.03976768028115898
R.Pallidus.t2Rad.original_glrlm_GrayLevelVariance : 0.03777595431009295
R.Pallidus.t2Rad.original_glrlm_GrayLevelNonUniformityNormalized : 0.03777595431009275
R.Pallidus.t2Rad.original_gldm_DependenceNonUniformity : 0.037224131824469917
R.Pallidus.t2Rad.original_glcm_SumSquares : 0.03576835155942195
L.Pallidus.t2Rad.original_ngtdm_Coarseness : 0.03557526064101173
L.Caudate.t2Rad.original_gldm_HighGrayLevelEmphasis : 0.035424881187602876
R.Pallidus.t2Rad.original_glcm_DifferenceEntropy : 0.03371463346748372
L.Pallidus.t2Rad.original_glrlm_RunPercentage : 0.03356300411922715
R.Pallidus.t2Rad.original_glcm_Imc2 : 0.029095276206260713
R.Pallidus.t2Rad.original_gldm_DependenceEntropy : 0.028991963423265193
R.Pallidus.t2Rad.original_glcm_JointEnergy : 0.02753321818925435
R.Pallidus.t2Rad.original_glrlm_RunPercentage : 0.023420386272512975
R.Pallidus.t2Rad.original_gldm_DependenceNonUniformityNormalized : 0.023109412105533345
R.Pallidus.t2Rad.original_firstorder_Uniformity : 0.022709204543926262
R.Pallidus.t2Rad.original_gldm_GrayLevelVariance : 0.022709204543926245
R.Pallidus.t2Rad.original_firstorder_Entropy : 0.0205007213937781
R.Pallidus.t2Rad.original_glcm_JointEntropy : 0.017492093114946657
R.Pallidus.t2Rad.original_glcm_SumEntropy : 0.015895097199434088