Browse Source

Upload files to 'Supplementary Material'

John Lewis 3 months ago
parent
commit
f9bf8f9f8e

+ 108 - 0
Supplementary Material/Bayley.ReceptiveLanguage.Clinical+MRI.Predictors.best

@@ -0,0 +1,108 @@
+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

+ 2 - 0
Supplementary Material/Bayley.ReceptiveLanguage.Clinical.Predictors.best

@@ -0,0 +1,2 @@
+GA : 0.2536575772933996
+Sex : 0.1353856524266695

+ 106 - 0
Supplementary Material/Bayley.ReceptiveLanguage.MRI.Predictors.best

@@ -0,0 +1,106 @@
+R.PLIC.t1Rad.original_glszm_SmallAreaLowGrayLevelEmphasis : 0.12752856442415503
+L.Amyg.t1Rad.original_glszm_SmallAreaHighGrayLevelEmphasis : 0.1181024131523991
+R.Pallidus.t1Rad.original_firstorder_Kurtosis : 0.10970777152085667
+L.Amyg.t1Rad.original_glrlm_RunEntropy : 0.10618632273830984
+L.Caudate.t2Rad.original_glcm_Correlation : 0.10543464315318173
+L.Caudate.t2Rad.original_firstorder_Kurtosis : 0.09918928429818533
+L.Amyg.t2Rad.original_glszm_SmallAreaLowGrayLevelEmphasis : 0.0953943061706064
+L.Hipp.t2Rad.original_glszm_SmallAreaHighGrayLevelEmphasis : 0.0896652512870589
+L.Putamen.t1Rad.original_glszm_ZoneVariance : 0.08788196618073338
+R.Caudate.t2Rad.original_glszm_SizeZoneNonUniformity : 0.08638018404386905
+L.PLIC.t1Rad.original_glszm_ZoneVariance : 0.08062627469237735
+Brain.t2Rad.original_shape_Sphericity : 0.08001020415563102
+Brain.t1Rad.original_shape_Sphericity : 0.08001020415563102
+Brain.t2Rad.original_shape_Elongation : 0.07782677515271227
+Brain.t1Rad.original_shape_Elongation : 0.07782677515271226
+L.Putamen.t1Rad.original_firstorder_Skewness : 0.07582254935394053
+Brain.t2Rad.original_glszm_SmallAreaHighGrayLevelEmphasis : 0.07448668015800496
+Brain.t2Rad.original_glszm_SizeZoneNonUniformity : 0.07432184724950493
+R.Amyg.t1Rad.original_glszm_LargeAreaHighGrayLevelEmphasis : 0.07345759544159526
+Brain.Geom.BoundingBoxLower_x : 0.07318285576361055
+Brain.t2Rad.original_glszm_ZoneEntropy : 0.07307001222613586
+Brain.t2Rad.original_glrlm_RunEntropy : 0.0724880386504753
+R.Putamen.t1Rad.original_gldm_SmallDependenceLowGrayLevelEmphasis : 0.07242576722679704
+R.Amyg.t1Rad.original_glrlm_ShortRunLowGrayLevelEmphasis : 0.07181753928317114
+Brain.t1Rad.original_ngtdm_Strength : 0.07165744647384041
+L.PLIC.t2Rad.original_firstorder_Skewness : 0.0715629748743587
+Brain.t2Rad.original_glszm_ZonePercentage : 0.07049862833251087
+L.Amyg.t1Rad.original_firstorder_Kurtosis : 0.06975946862189464
+L.PLIC.t2Rad.original_shape_Sphericity : 0.06934536011107993
+Brain.t1Rad.original_glszm_ZoneEntropy : 0.06885789602755751
+L.Caudate.t2Rad.original_gldm_DependenceNonUniformity : 0.0683514895325908
+Brain.t2Rad.original_glszm_GrayLevelNonUniformity : 0.06726859383651126
+R.Amyg.t1Rad.original_shape_Elongation : 0.06647879409749678
+R.Amyg.t2Rad.original_shape_Elongation : 0.06647879409749677
+R.Hipp.t1Rad.original_glszm_SmallAreaEmphasis : 0.06612762350699769
+L.Pallidus.t1Rad.original_shape_Maximum2DDiameterSlice : 0.06610220540449846
+L.Putamen.t1Rad.original_shape_Flatness : 0.06406749809811127
+L.Putamen.t2Rad.original_shape_Flatness : 0.06406749809811126
+L.Hipp.t1Rad.original_glrlm_GrayLevelNonUniformity : 0.06397936451546705
+Brain.Geom.BoundingBoxLower_y : 0.06285218203656397
+Brain.t1Rad.original_ngtdm_Coarseness : 0.06157894694987853
+L.Caudate.t1Rad.original_glrlm_GrayLevelNonUniformity : 0.06141492557445664
+Brain.Geom.Centroid_x : 0.060695038963460526
+R.Caudate.t1Rad.original_shape_SurfaceVolumeRatio : 0.060156462796004416
+L.Caudate.t1Rad.original_glszm_ZoneVariance : 0.05963591804338722
+R.Putamen.t2Rad.original_firstorder_Skewness : 0.05961388177213904
+L.Amyg.Geom.Centroid_x : 0.059015219354321594
+L.Putamen.t2Rad.original_firstorder_Kurtosis : 0.05816501974816778
+Brain.t1Rad.original_gldm_SmallDependenceHighGrayLevelEmphasis : 0.0556766057240192
+L.Caudate.t1Rad.original_glcm_MCC : 0.05548610516815074
+R.Amyg.t1Rad.original_gldm_SmallDependenceEmphasis : 0.05455462213904271
+L.Caudate.t1Rad.original_shape_Elongation : 0.053926737772936814
+L.Caudate.t2Rad.original_shape_Elongation : 0.0539267377729368
+L.PLIC.t1Rad.original_shape_Maximum2DDiameterColumn : 0.05191466217625172
+Brain.t2Rad.original_ngtdm_Contrast : 0.051590578221974784
+R.Hipp.t2Rad.original_firstorder_10Percentile : 0.05102112275677647
+Brain.t2Rad.original_shape_Maximum2DDiameterColumn : 0.05023288925595638
+Brain.t1Rad.original_shape_Maximum2DDiameterColumn : 0.05023288925595636
+L.PLIC.t2Rad.original_firstorder_InterquartileRange : 0.04924544648780222
+Brain.t1Rad.original_glcm_ClusterProminence : 0.04874166400605784
+Brain.t1Rad.original_firstorder_Kurtosis : 0.04759202981362645
+Brain.t1Rad.original_ngtdm_Busyness : 0.047165494793677716
+R.Hipp.t2Rad.original_shape_MajorAxisLength : 0.046673186445732415
+R.Hipp.t1Rad.original_shape_MajorAxisLength : 0.046673186445732415
+R.Hipp.Geom.AxesLength_z : 0.04667306142748839
+L.PLIC.t2Rad.original_firstorder_Minimum : 0.0460344414004343
+R.Amyg.t1Rad.original_firstorder_RobustMeanAbsoluteDeviation : 0.045782576879976174
+Brain.t1Rad.original_glszm_ZoneVariance : 0.045006499244020004
+Brain.t1Rad.original_glszm_LargeAreaEmphasis : 0.04497291478467817
+Brain.t2Rad.original_ngtdm_Busyness : 0.04472217491263979
+Brain.t1Rad.original_glszm_LargeAreaLowGrayLevelEmphasis : 0.0442531287866656
+Brain.t2Rad.original_firstorder_Skewness : 0.04220613874400156
+Brain.t1Rad.original_glrlm_LongRunLowGrayLevelEmphasis : 0.04205104521933821
+R.Amyg.t2Rad.original_firstorder_Median : 0.04008161793190354
+L.Hipp.t1Rad.original_firstorder_InterquartileRange : 0.040062475827343125
+Brain.t2Rad.original_shape_Flatness : 0.03952698244979009
+Brain.t1Rad.original_firstorder_InterquartileRange : 0.03890296390175282
+Brain.t1Rad.original_glrlm_ShortRunHighGrayLevelEmphasis : 0.03835561458251095
+L.Thal.Geom.BoundingBoxLower_x : 0.03821466152157143
+R.Amyg.t2Rad.original_shape_Sphericity : 0.03821082467853502
+R.Amyg.t1Rad.original_shape_Sphericity : 0.03821082467853501
+Brain.t2Rad.original_glcm_ClusterShade : 0.0380211992475945
+Brain.t1Rad.original_firstorder_RobustMeanAbsoluteDeviation : 0.03740672572953861
+Brain.t2Rad.original_glrlm_GrayLevelVariance : 0.03674080553736476
+L.Thal.t2Rad.original_firstorder_90Percentile : 0.0353946222885201
+L.Amyg.t2Rad.original_glszm_LargeAreaHighGrayLevelEmphasis : 0.035125254900519494
+L.Thal.t1Rad.original_shape_Maximum2DDiameterSlice : 0.034850322493327555
+L.Thal.t2Rad.original_shape_Maximum2DDiameterSlice : 0.03485032249332755
+Brain.t2Rad.original_glszm_LargeAreaLowGrayLevelEmphasis : 0.034559307606598165
+L.Thal.Geom.AxesLength_y : 0.033910517024526736
+L.Thal.t1Rad.original_shape_MinorAxisLength : 0.03390742066559255
+L.Thal.t2Rad.original_shape_MinorAxisLength : 0.03390742066559254
+L.PLIC.t1Rad.original_shape_Maximum3DDiameter : 0.03259583203638148
+Brain.t2Rad.original_gldm_LowGrayLevelEmphasis : 0.031529531432808844
+L.Putamen.t2Rad.original_glszm_LargeAreaHighGrayLevelEmphasis : 0.031480214517572866
+L.Putamen.t2Rad.original_glszm_LargeAreaEmphasis : 0.03134965301753818
+L.Putamen.t2Rad.original_glszm_LargeAreaLowGrayLevelEmphasis : 0.03131612047752804
+Brain.t1Rad.original_shape_LeastAxisLength : 0.03069300950994691
+L.Putamen.Geom.VolumeInVoxels : 0.027481032260516722
+L.Putamen.t1Rad.original_shape_VoxelVolume : 0.027481032260516722
+L.Putamen.t1Rad.original_shape_MeshVolume : 0.0274734781338617
+Brain.t2Rad.original_firstorder_InterquartileRange : 0.025543003937612083
+Brain.t2Rad.original_firstorder_RobustMeanAbsoluteDeviation : 0.024090176840145767
+Brain.t1Rad.original_shape_Maximum2DDiameterSlice : 0.018430456715496545
+Brain.t1Rad.original_shape_MeshVolume : 0.013758944999778307
+Brain.t1Rad.original_shape_VoxelVolume : 0.013756502201201