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

R.Caudate.t1Rad.original_glszm_ZoneVariance : 0.08254382360138526
R.Hipp.t2Rad.original_firstorder_RobustMeanAbsoluteDeviation : 0.07330254499999307
Brain.t2Rad.original_shape_Maximum2DDiameterColumn : 0.06567812693932266
R.Caudate.t2Rad.original_glszm_GrayLevelVariance : 0.06524338842146331
R.Putamen.t2Rad.original_firstorder_Skewness : 0.06467425517129868
R.Hipp.t2Rad.original_glcm_ClusterProminence : 0.05782956956180946
L.PLIC.t1Rad.original_glrlm_RunEntropy : 0.05716774485025921
L.Hipp.t2Rad.original_shape_Sphericity : 0.0537394162993153
L.Hipp.t2Rad.original_glszm_SmallAreaHighGrayLevelEmphasis : 0.05277872783605674
Brain.t2Rad.original_shape_Sphericity : 0.0526842106157169
L.Caudate.Geom.Orientation : 0.052615150856688574
L.Hipp.t2Rad.original_ngtdm_Strength : 0.05244948765733854
R.Hipp.t2Rad.original_glszm_SmallAreaHighGrayLevelEmphasis : 0.050225513700874004
R.PLIC.t2Rad.original_firstorder_InterquartileRange : 0.04986753037417789
R.Amyg.t2Rad.original_ngtdm_Busyness : 0.04970939695421147
L.Hipp.t2Rad.original_ngtdm_Contrast : 0.04832483352509445
R.Hipp.t2Rad.original_firstorder_10Percentile : 0.04554159379702269
Brain.t2Rad.original_glrlm_RunLengthNonUniformityNormalized : 0.04383044408109093
R.Caudate.Geom.BoundingBoxUpper_x : 0.04269153699836027
R.Amyg.t1Rad.original_glrlm_RunLengthNonUniformity : 0.04165358076997796
R.Hipp.t2Rad.original_glszm_GrayLevelVariance : 0.03967630776429286
Brain.Geom.BoundingBoxLower_y : 0.03857972407170277
L.PLIC.t2Rad.original_glcm_Correlation : 0.036124532326535605
L.Hipp.t2Rad.original_glcm_ClusterProminence : 0.03569834710563137
L.PLIC.t2Rad.original_glcm_MCC : 0.03531526054329856
Brain.t2Rad.original_firstorder_InterquartileRange : 0.03457650362966958
L.Amyg.t1Rad.original_glcm_ClusterShade : 0.03433933373661748
Brain.t2Rad.original_glrlm_ShortRunEmphasis : 0.03420764294089028
Brain.t2Rad.original_glszm_ZonePercentage : 0.03260300815830247
Brain.t2Rad.original_glszm_SmallAreaHighGrayLevelEmphasis : 0.03175495370281804
Brain.t2Rad.original_ngtdm_Contrast : 0.030270809923834265
R.Thal.Geom.Centroid_x : 0.029710785377622527
L.Pallidus.t1Rad.original_shape_Maximum3DDiameter : 0.029287444083430744
Brain.t2Rad.original_gldm_GrayLevelNonUniformity : 0.028996498714052788
Brain.t2Rad.original_shape_Maximum2DDiameterRow : 0.028844296974114374
L.Hipp.t1Rad.original_shape_SurfaceArea : 0.02833108133172819
L.Hipp.t2Rad.original_shape_SurfaceArea : 0.02833108133172819
L.Hipp.Geom.SurfaceAreaInMillimetersSquared : 0.028048410921281724
Brain.t2Rad.original_gldm_DependenceNonUniformity : 0.02713814851373953
Brain.t2Rad.original_glrlm_RunEntropy : 0.026963312762161608
L.Amyg.t2Rad.original_glrlm_ShortRunLowGrayLevelEmphasis : 0.02650958873735459
L.PLIC.t2Rad.original_firstorder_InterquartileRange : 0.026485985580441025
R.Thal.t2Rad.original_firstorder_InterquartileRange : 0.02621826956368713
R.Thal.t2Rad.original_firstorder_RobustMeanAbsoluteDeviation : 0.026039136691941408
Brain.t2Rad.original_firstorder_RobustMeanAbsoluteDeviation : 0.024291536884656836
R.Amyg.Geom.Orientation : 0.024021610379445807
R.PLIC.t2Rad.original_gldm_LargeDependenceLowGrayLevelEmphasis : 0.02400099839220908
R.Hipp.t2Rad.original_firstorder_Median : 0.023879994393402607
Brain.t2Rad.original_ngtdm_Complexity : 0.02346309081714356
Brain.t2Rad.original_ngtdm_Busyness : 0.022901958856897785
R.Amyg.Geom.BoundingBoxUpper_y : 0.022611032469902027
Brain.t2Rad.original_glcm_ClusterShade : 0.022048613069218438
R.Amyg.t1Rad.original_shape_Sphericity : 0.021304680711433165
R.Caudate.Geom.SurfaceAreaInMillimetersSquared : 0.021184910954625626
Brain.t2Rad.original_glcm_MaximumProbability : 0.020941268224722025
Brain.t2Rad.original_glrlm_ShortRunHighGrayLevelEmphasis : 0.020489353897968805
L.Amyg.Geom.BoundingBoxUpper_x : 0.019278052900276482
Brain.t2Rad.original_ngtdm_Strength : 0.019106846005940165
Brain.t2Rad.original_firstorder_MeanAbsoluteDeviation : 0.01877614980937877
Brain.t2Rad.original_firstorder_Uniformity : 0.018661672674018946
R.Hipp.t2Rad.original_shape_MajorAxisLength : 0.018608381224698184
R.Hipp.t1Rad.original_shape_MajorAxisLength : 0.018608381224698184
R.Hipp.Geom.AxesLength_z : 0.018607675586902322
Brain.t2Rad.original_shape_Maximum2DDiameterSlice : 0.018194356092217413
Brain.t2Rad.original_gldm_DependenceEntropy : 0.01806420521535383
R.Amyg.Geom.Centroid_z : 0.017949606733495976
R.Amyg.Geom.Centroid_y : 0.017639777114712804
L.PLIC.t2Rad.original_firstorder_RobustMeanAbsoluteDeviation : 0.017615755972118643
L.Thal.t2Rad.original_firstorder_InterquartileRange : 0.017453823845580273
R.PLIC.t2Rad.original_glszm_SizeZoneNonUniformity : 0.01692750793852722
Brain.t2Rad.original_glcm_JointEnergy : 0.016889691738614376
R.Caudate.Geom.Elongation : 0.01675154068617915
Brain.t2Rad.original_glszm_SizeZoneNonUniformity : 0.016346210898926943
Brain.t2Rad.original_gldm_DependenceNonUniformityNormalized : 0.016305206310950542
Brain.t2Rad.original_gldm_LargeDependenceEmphasis : 0.016117530659411423
Brain.t2Rad.original_shape_MajorAxisLength : 0.01599697772272033
L.Thal.t2Rad.original_firstorder_RobustMeanAbsoluteDeviation : 0.01566685196988725
Brain.t2Rad.original_glszm_SizeZoneNonUniformityNormalized : 0.01564079698703563
Brain.t2Rad.original_firstorder_Entropy : 0.015313874742592982
Brain.t2Rad.original_glcm_InverseVariance : 0.01491670578658169
R.PLIC.t2Rad.original_glrlm_LongRunLowGrayLevelEmphasis : 0.01463599120176852
Brain.t2Rad.original_glcm_SumEntropy : 0.014610511058092444
Brain.t2Rad.original_glcm_JointEntropy : 0.01376758366896566
Brain.t2Rad.original_gldm_GrayLevelVariance : 0.013213623094590192
R.Amyg.Geom.BoundingBoxUpper_z : 0.013159563755413963
Brain.t2Rad.original_glrlm_RunLengthNonUniformity : 0.013082458858275024
Brain.t2Rad.original_glcm_ClusterProminence : 0.012743772552437617
L.Putamen.t1Rad.original_shape_Maximum3DDiameter : 0.012439118575349234
Brain.t2Rad.original_glcm_ClusterTendency : 0.012249478951792138
Brain.t2Rad.original_glcm_SumSquares : 0.0122252778549871
Brain.t2Rad.original_glszm_SmallAreaEmphasis : 0.012199713386761823
L.Thal.t1Rad.original_shape_Maximum2DDiameterSlice : 0.012136595704553995
L.Thal.t2Rad.original_shape_Maximum2DDiameterSlice : 0.012136595704553995
Brain.t2Rad.original_glszm_ZoneEntropy : 0.011502596443698531
Brain.t2Rad.original_firstorder_Kurtosis : 0.010969282270998814
R.Thal.t2Rad.original_gldm_LargeDependenceHighGrayLevelEmphasis : 0.010360864305007895
Brain.t2Rad.original_glrlm_LowGrayLevelRunEmphasis : 0.010123611620901161
L.PLIC.t2Rad.original_shape_Maximum3DDiameter : 0.00999693959446312
L.PLIC.t1Rad.original_shape_Maximum3DDiameter : 0.00999693959446312
Brain.t2Rad.original_firstorder_TotalEnergy : 0.009257506519464373
Brain.t2Rad.original_firstorder_Energy : 0.009257506519464349
L.Amyg.Geom.Centroid_x : 0.00864771949938002
R.Thal.t2Rad.original_glcm_Autocorrelation : 0.008360486891330215
R.Thal.t2Rad.original_gldm_LowGrayLevelEmphasis : 0.008153920987197203
R.Thal.t2Rad.original_glcm_SumAverage : 0.008141324480632617
R.Thal.t2Rad.original_glcm_JointAverage : 0.00814132448063261
Brain.t2Rad.original_glcm_Correlation : 0.008130822550763235
R.Thal.t2Rad.original_gldm_HighGrayLevelEmphasis : 0.00812049006866332
Brain.t2Rad.original_shape_Elongation : 0.008107619371694314
Brain.t2Rad.original_firstorder_Median : 0.007661786735665299
SCANNER : 0.006825453075104691
Brain.t2Rad.original_glcm_Imc1 : 0.006380335738717735
L.PLIC.t2Rad.original_glszm_LargeAreaLowGrayLevelEmphasis : 0.0063574052967355545
Brain.t2Rad.original_glrlm_HighGrayLevelRunEmphasis : 0.0063083563059069545
R.PLIC.t2Rad.original_gldm_SmallDependenceHighGrayLevelEmphasis : 0.0061292065451147085
R.Thal.t2Rad.original_gldm_LargeDependenceLowGrayLevelEmphasis : 0.005492864137632339
L.Thal.t2Rad.original_shape_MajorAxisLength : 0.003991231651482646
L.Thal.Geom.AxesLength_z : 0.003990572149964007
R.PLIC.t2Rad.original_gldm_LargeDependenceEmphasis : 0.003976615646726632
Brain.t2Rad.original_gldm_SmallDependenceLowGrayLevelEmphasis : 0.00241924200530762
Brain.t2Rad.original_gldm_LowGrayLevelEmphasis : 0.0020284678700683376
Brain.t2Rad.original_shape_Flatness : 0.0018469204429700915
R.Amyg.t2Rad.original_shape_Maximum2DDiameterRow : 0.0015223476275681108
R.Amyg.t1Rad.original_shape_Maximum2DDiameterRow : 0.0015223476275681078
Brain.t2Rad.original_firstorder_RootMeanSquared : 0.0014745760991456498
Brain.t2Rad.original_gldm_LargeDependenceLowGrayLevelEmphasis : 0.0012663547067924277
Brain.t2Rad.original_shape_Maximum3DDiameter : 0.0009148560781658808
Brain.t2Rad.original_glcm_Imc2 : 0.0009025160320122893
Brain.t2Rad.original_firstorder_Mean : 0.0002107510538113851