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

R.PLIC.t2Rad.original_firstorder_InterquartileRange : 0.3062874090067069
R.Hipp.t2Rad.original_firstorder_RobustMeanAbsoluteDeviation : 0.2944113918189832
R.Caudate.t1Rad.original_glszm_ZoneVariance : 0.2873593705436706
R.Hipp.t2Rad.original_glcm_ClusterProminence : 0.27704299135471494
Brain.t2Rad.original_shape_Maximum2DDiameterRow : 0.24398573654767797
L.PLIC.t2Rad.original_firstorder_InterquartileRange : 0.2347694642221789
Brain.t2Rad.original_shape_Sphericity : 0.22826951934638048
Brain.t2Rad.original_shape_Maximum2DDiameterSlice : 0.21932867858280936
BW : 0.21563259956019812
L.PLIC.t2Rad.original_glszm_LargeAreaLowGrayLevelEmphasis : 0.21189875179388346
L.Hipp.t2Rad.original_glszm_SmallAreaHighGrayLevelEmphasis : 0.2111775554576833
R.Caudate.t2Rad.original_glszm_GrayLevelVariance : 0.19967493770313655
Brain.t2Rad.original_shape_Maximum2DDiameterColumn : 0.19794040543989438
L.Hipp.t2Rad.original_shape_Sphericity : 0.1957839199470585
R.Hipp.t2Rad.original_glszm_GrayLevelVariance : 0.18995819483245818
Brain.t2Rad.original_glrlm_RunEntropy : 0.1838461507354918
L.Amyg.Geom.BoundingBoxUpper_x : 0.1821409869077606
Brain.t2Rad.original_firstorder_InterquartileRange : 0.1745630018450845
R.Caudate.Geom.SurfaceAreaInMillimetersSquared : 0.17428801934712565
R.Hipp.t2Rad.original_firstorder_10Percentile : 0.1696207652940574
L.Hipp.t2Rad.original_ngtdm_Contrast : 0.16581990164582724
R.Amyg.t2Rad.original_ngtdm_Busyness : 0.16369985316504945
Brain.t2Rad.original_glszm_SmallAreaHighGrayLevelEmphasis : 0.16334032816447394
R.Thal.Geom.Centroid_x : 0.16204033850126615
Brain.t2Rad.original_glrlm_RunLengthNonUniformityNormalized : 0.15656331139999807
Brain.Geom.BoundingBoxLower_y : 0.15413751999276554
R.Amyg.Geom.Orientation : 0.14781241363257847
R.Caudate.Geom.BoundingBoxUpper_x : 0.13946088347881552
R.Hipp.Geom.AxesLength_z : 0.13876669418939927
R.Hipp.t2Rad.original_shape_MajorAxisLength : 0.13876214989482308
R.Hipp.t1Rad.original_shape_MajorAxisLength : 0.138762149894823
Brain.t2Rad.original_firstorder_MeanAbsoluteDeviation : 0.1376318163817065
L.PLIC.t1Rad.original_glrlm_RunEntropy : 0.13382262341479995
R.Hipp.t2Rad.original_glszm_SmallAreaHighGrayLevelEmphasis : 0.13355788944120126
L.Amyg.t1Rad.original_glcm_ClusterShade : 0.1323214077895991
SCANNER : 0.13193335622746544
Brain.t2Rad.original_shape_Elongation : 0.12913852635857315
Brain.t2Rad.original_firstorder_Kurtosis : 0.1221854241336548
Brain.t2Rad.original_shape_Flatness : 0.12180664439587895
Brain.t2Rad.original_glcm_ClusterShade : 0.12033705657771863
L.Caudate.Geom.Orientation : 0.11982292528377729
L.Pallidus.t1Rad.original_shape_Maximum3DDiameter : 0.11934551029967638
R.Caudate.Geom.Elongation : 0.11855311313529739
Brain.t2Rad.original_ngtdm_Contrast : 0.11572464533218212
Brain.t2Rad.original_glszm_SmallAreaEmphasis : 0.11407649716541605
R.PLIC.t2Rad.original_gldm_LargeDependenceEmphasis : 0.11331389201046144
Brain.t2Rad.original_glrlm_RunLengthNonUniformity : 0.11200589381655485
Brain.t2Rad.original_glcm_Imc1 : 0.11197175477541697
Brain.t2Rad.original_shape_Maximum3DDiameter : 0.10968644962327427
Brain.t2Rad.original_glszm_ZoneEntropy : 0.10908882927752275
Brain.t2Rad.original_ngtdm_Busyness : 0.10488453874511876
R.Hipp.t2Rad.original_firstorder_Median : 0.10313290779797625
R.Putamen.t2Rad.original_firstorder_Skewness : 0.10302498511250663
L.Hipp.t2Rad.original_glcm_ClusterProminence : 0.10266302885444438
R.Amyg.Geom.Centroid_z : 0.09875376238625573
Brain.t2Rad.original_gldm_SmallDependenceLowGrayLevelEmphasis : 0.09558213696714875
Brain.t2Rad.original_glszm_SizeZoneNonUniformityNormalized : 0.09269273533302184
Brain.t2Rad.original_glrlm_ShortRunEmphasis : 0.09197181708217314
R.PLIC.t2Rad.original_gldm_LargeDependenceLowGrayLevelEmphasis : 0.09184706471618939
R.Amyg.t1Rad.original_glrlm_RunLengthNonUniformity : 0.08609723763653236
R.Thal.t2Rad.original_firstorder_RobustMeanAbsoluteDeviation : 0.08388488438039163
R.PLIC.t2Rad.original_glrlm_LongRunLowGrayLevelEmphasis : 0.08229622958953194
L.Thal.t2Rad.original_firstorder_InterquartileRange : 0.08222856072298834
Brain.t2Rad.original_ngtdm_Strength : 0.08049787045915045
L.Amyg.t2Rad.original_glrlm_ShortRunLowGrayLevelEmphasis : 0.07935496489139947
L.Thal.t2Rad.original_shape_Maximum2DDiameterSlice : 0.07608866624182524
L.Thal.t1Rad.original_shape_Maximum2DDiameterSlice : 0.07608866624182513
Brain.t2Rad.original_glcm_MaximumProbability : 0.07483911089391691
R.Amyg.t2Rad.original_shape_Maximum2DDiameterRow : 0.07329766803032264
R.Amyg.t1Rad.original_shape_Maximum2DDiameterRow : 0.07329766803032241
L.Hipp.t2Rad.original_ngtdm_Strength : 0.07131145389596777
R.Amyg.Geom.BoundingBoxUpper_z : 0.07097370502761062
L.PLIC.t2Rad.original_glcm_Correlation : 0.07012792198747973
L.Amyg.Geom.Centroid_x : 0.06772009720213223
L.Putamen.t1Rad.original_shape_Maximum3DDiameter : 0.06656399375551694
Brain.t2Rad.original_glszm_ZonePercentage : 0.06606526180797427
Brain.t2Rad.original_firstorder_Mean : 0.06566173617175602
Brain.t2Rad.original_ngtdm_Complexity : 0.06519603079603546
R.PLIC.t2Rad.original_glszm_SizeZoneNonUniformity : 0.06512279330255569
Brain.t2Rad.original_gldm_GrayLevelVariance : 0.06317296045706414
Brain.t2Rad.original_glcm_ClusterTendency : 0.06133116115796226
Brain.t2Rad.original_firstorder_Uniformity : 0.0570368270815256
Brain.t2Rad.original_glcm_SumSquares : 0.05657756838691663
Brain.t2Rad.original_firstorder_Entropy : 0.05220192786292262
L.Thal.t2Rad.original_firstorder_RobustMeanAbsoluteDeviation : 0.05180317382982745
R.Thal.t2Rad.original_firstorder_InterquartileRange : 0.04865590279942614
Brain.t2Rad.original_glcm_JointEnergy : 0.047577624248108186
Brain.t2Rad.original_glcm_JointEntropy : 0.04730472408266455
R.Amyg.Geom.BoundingBoxUpper_y : 0.0467245382877822
R.Thal.t2Rad.original_gldm_LargeDependenceLowGrayLevelEmphasis : 0.04652502685279134
R.Amyg.Geom.Centroid_y : 0.045705471228928034
Brain.t2Rad.original_glcm_SumEntropy : 0.04547355995859763
Brain.t2Rad.original_glszm_SizeZoneNonUniformity : 0.037594982843979094
R.PLIC.t2Rad.original_gldm_SmallDependenceHighGrayLevelEmphasis : 0.028078063962926877