HIE/Supplementary Material/Bayley.ReceptiveLanguage.Clinical+MRI.Predictors.best

R.PLIC.t1Rad.original_glszm_SmallAreaLowGrayLevelEmphasis : 0.11131754006125594
Sex : 0.10625557309781455
Brain.t2Rad.original_glszm_ZoneEntropy : 0.10499913351012885
L.PLIC.t2Rad.original_firstorder_InterquartileRange : 0.10264967128117573
R.Pallidus.t1Rad.original_firstorder_Kurtosis : 0.10086031059932676
L.Hipp.t2Rad.original_glszm_SmallAreaHighGrayLevelEmphasis : 0.09810500215578336
Brain.t1Rad.original_shape_Sphericity : 0.09453863180338191
Brain.t2Rad.original_shape_Sphericity : 0.0945386318033819
L.Amyg.t1Rad.original_glszm_SmallAreaHighGrayLevelEmphasis : 0.09425786039324575
L.Caudate.t2Rad.original_firstorder_Kurtosis : 0.09253514340633412
L.Putamen.t1Rad.original_firstorder_Skewness : 0.09124224241162893
L.Caudate.t2Rad.original_glcm_Correlation : 0.0893632773147316
R.Caudate.t2Rad.original_glszm_SizeZoneNonUniformity : 0.08863272612059594
L.Amyg.t1Rad.original_glrlm_RunEntropy : 0.08767560053659877
L.Caudate.t1Rad.original_glszm_ZoneVariance : 0.08733375538116471
L.Caudate.t2Rad.original_gldm_DependenceNonUniformity : 0.086331923818392
Brain.t1Rad.original_glszm_ZoneEntropy : 0.08530754455023082
R.Amyg.t1Rad.original_glrlm_ShortRunLowGrayLevelEmphasis : 0.08313256139087506
L.Amyg.t2Rad.original_glszm_LargeAreaHighGrayLevelEmphasis : 0.08301429593346833
R.Amyg.t1Rad.original_shape_Elongation : 0.08199094632416831
R.Amyg.t2Rad.original_shape_Elongation : 0.08199094632416831
R.Putamen.t1Rad.original_gldm_SmallDependenceLowGrayLevelEmphasis : 0.08119661002955335
L.PLIC.t2Rad.original_firstorder_Skewness : 0.0766876715454889
L.Amyg.t2Rad.original_glszm_SmallAreaLowGrayLevelEmphasis : 0.07534218606100922
Brain.t2Rad.original_glszm_SizeZoneNonUniformity : 0.07529677638843363
Brain.t2Rad.original_glszm_SmallAreaHighGrayLevelEmphasis : 0.07456616235740747
L.PLIC.t2Rad.original_shape_Sphericity : 0.0733319836662241
R.Putamen.t2Rad.original_firstorder_Skewness : 0.07223731183655327
L.PLIC.t1Rad.original_glszm_ZoneVariance : 0.07087415052788439
L.Putamen.t2Rad.original_shape_Flatness : 0.07053575306073316
L.Putamen.t1Rad.original_shape_Flatness : 0.07053575306073316
L.Caudate.t1Rad.original_shape_Elongation : 0.06990250801465124
L.Caudate.t2Rad.original_shape_Elongation : 0.06990250801465124
L.Putamen.t2Rad.original_firstorder_Kurtosis : 0.06989621693477314
Brain.t1Rad.original_ngtdm_Strength : 0.06944030754072361
Brain.t2Rad.original_glszm_ZonePercentage : 0.06789633283390431
R.Hipp.t1Rad.original_glszm_SmallAreaEmphasis : 0.06657183261062062
L.Amyg.t1Rad.original_firstorder_Kurtosis : 0.0662762152377227
Brain.Geom.Centroid_x : 0.06591412154835724
Brain.Geom.BoundingBoxLower_y : 0.0647620205128106
Brain.t1Rad.original_glszm_ZoneVariance : 0.06456364059918326
Brain.t1Rad.original_glszm_LargeAreaEmphasis : 0.0645343720619295
Brain.t2Rad.original_shape_Elongation : 0.06305649685450809
Brain.t1Rad.original_shape_Elongation : 0.06305649685450809
Brain.t1Rad.original_ngtdm_Coarseness : 0.06283952536872707
L.PLIC.t1Rad.original_shape_Maximum2DDiameterColumn : 0.06019902493571794
L.Caudate.t1Rad.original_glcm_MCC : 0.06003014811533406
R.Amyg.t1Rad.original_gldm_SmallDependenceEmphasis : 0.059568403578179434
Brain.Geom.BoundingBoxLower_x : 0.05952526309895563
R.Caudate.t1Rad.original_shape_SurfaceVolumeRatio : 0.05941953851175947
Brain.t2Rad.original_glrlm_RunEntropy : 0.059072338273717884
L.Caudate.t1Rad.original_glrlm_GrayLevelNonUniformity : 0.05849775318197313
L.Putamen.t1Rad.original_glszm_ZoneVariance : 0.05690606357068607
R.Amyg.t1Rad.original_shape_Sphericity : 0.056704242961714904
R.Amyg.t2Rad.original_shape_Sphericity : 0.056704242961714904
Brain.t1Rad.original_glszm_LargeAreaLowGrayLevelEmphasis : 0.056105933166491546
L.PLIC.t2Rad.original_firstorder_Minimum : 0.05541503371534088
L.Hipp.t1Rad.original_glrlm_GrayLevelNonUniformity : 0.055015060404786945
R.Amyg.t2Rad.original_firstorder_Median : 0.053677869800852276
Brain.t2Rad.original_glszm_GrayLevelNonUniformity : 0.053520803592686884
Brain.t1Rad.original_glcm_ClusterProminence : 0.05204879444976201
L.Amyg.Geom.Centroid_x : 0.05173852386624165
Brain.t1Rad.original_glrlm_LongRunLowGrayLevelEmphasis : 0.04999589425616808
R.Amyg.t1Rad.original_glszm_LargeAreaHighGrayLevelEmphasis : 0.04982217016520502
R.Hipp.t1Rad.original_shape_MajorAxisLength : 0.04950437091919435
R.Hipp.t2Rad.original_shape_MajorAxisLength : 0.04950437091919433
R.Hipp.Geom.AxesLength_z : 0.049503513565001336
Brain.t1Rad.original_glrlm_ShortRunHighGrayLevelEmphasis : 0.048825659029296004
L.Pallidus.t1Rad.original_shape_Maximum2DDiameterSlice : 0.04826437232404002
R.Hipp.t2Rad.original_firstorder_10Percentile : 0.04806128677839082
R.Amyg.t1Rad.original_firstorder_RobustMeanAbsoluteDeviation : 0.047557351975040504
Brain.t2Rad.original_glcm_ClusterShade : 0.04732544646453533
Brain.t1Rad.original_ngtdm_Busyness : 0.04687376880519803
Brain.t1Rad.original_shape_Maximum2DDiameterColumn : 0.045731302982935075
Brain.t2Rad.original_shape_Maximum2DDiameterColumn : 0.045731302982935075
Brain.t2Rad.original_firstorder_Skewness : 0.04515663427436375
L.Thal.Geom.BoundingBoxLower_x : 0.04251567429732344
Brain.t2Rad.original_ngtdm_Busyness : 0.04155018097875448
Brain.t1Rad.original_gldm_SmallDependenceHighGrayLevelEmphasis : 0.04053213742102258
Brain.t2Rad.original_ngtdm_Contrast : 0.03947381648193481
Brain.t1Rad.original_firstorder_Kurtosis : 0.039232480338327436
Brain.t2Rad.original_firstorder_RobustMeanAbsoluteDeviation : 0.034829881746245114
L.Hipp.t1Rad.original_firstorder_InterquartileRange : 0.033895875248585644
L.Thal.t1Rad.original_shape_Maximum2DDiameterSlice : 0.032518851562509984
L.Thal.t2Rad.original_shape_Maximum2DDiameterSlice : 0.032518851562509984
L.PLIC.t1Rad.original_shape_Maximum3DDiameter : 0.03232720491866899
Brain.t2Rad.original_glszm_LargeAreaLowGrayLevelEmphasis : 0.031285656800428746
GA : 0.02953656934831826
L.Putamen.Geom.VolumeInVoxels : 0.02897046703241571
L.Putamen.t1Rad.original_shape_VoxelVolume : 0.02897046703241571
L.Putamen.t1Rad.original_shape_MeshVolume : 0.028934748752911396
L.Putamen.t2Rad.original_glszm_LargeAreaHighGrayLevelEmphasis : 0.028340654601790055
L.Putamen.t2Rad.original_glszm_LargeAreaEmphasis : 0.028223297183452258
L.Putamen.t2Rad.original_glszm_LargeAreaLowGrayLevelEmphasis : 0.028193154395863992
Brain.t1Rad.original_shape_MeshVolume : 0.028135116975899432
Brain.t1Rad.original_shape_VoxelVolume : 0.02812972745912997
L.Thal.Geom.AxesLength_y : 0.027857184907749463
L.Thal.t1Rad.original_shape_MinorAxisLength : 0.027857164566507456
L.Thal.t2Rad.original_shape_MinorAxisLength : 0.027857164566507456
Brain.t2Rad.original_shape_Flatness : 0.027366690045276268
Brain.t2Rad.original_glrlm_GrayLevelVariance : 0.026454404159917195
Brain.t2Rad.original_gldm_LowGrayLevelEmphasis : 0.023671789206737154
Brain.t1Rad.original_firstorder_RobustMeanAbsoluteDeviation : 0.023103866349166967
Brain.t2Rad.original_firstorder_InterquartileRange : 0.022588881190447156
Brain.t1Rad.original_firstorder_InterquartileRange : 0.022237168489308772
L.Thal.t2Rad.original_firstorder_90Percentile : 0.02172297332308302
Brain.t1Rad.original_shape_LeastAxisLength : 0.02130339965745946
Brain.t1Rad.original_shape_Maximum2DDiameterSlice : 0.017202734092035637