Table 1.

Selected most predicative features (WT, edema; TC, tumor core; ET, enhancing tumor; FULL, full tumor volume comprised of edema, tumor core, and enhancing tumor; N/A, not applicable).

Extracted from	Name	Subregion	Score
clinical	age	N/A	0.037375134
wavelet-LHL	glcm_ClusterShade	WT	0.036912293
log-sigma-4.0mm-3D	glcm_Correlation	TC	0.035558309
log-sigma-2.0mm-3D	gldm_LargeDependenceHighGrayLevelEmphasis	TC	0.026591038
wavelet-LHL	glcm_Informational Measure of Correlation	ET	0.022911978
wavelet-HLL	firstorder_Maximum	ET	0.020121927
wavelet-LHL	firstorder_Skewness	ET	0.019402119
original image	glcm_Autocorrelation	ET	0.014204463
wavelet-HHH	gldm_LargeDependenceLowGrayLevelEmphasis	FULL	0.014085406
log-sigma-4.0mm-3D	firstorder_Mwtian	WT	0.013031814
wavelet-HLH	glcm_JointEntropy	WT	0.013023534
wavelet-LHH	glcm_ClusterShade	TC	0.012335471
wavelet-HLL	glszm_LargeAreaHighGrayLevelEmphasis	FULL	0.011980896
original image	firstorder_10Percentile	WT	0.011803132