Computer-Aided Grading of Gliomas Combining Automatic Segmentation and Radiomics

Table 3

The feature subset based on automated segmentation.

Selected feature	Group	Modality
Cluster Shade	GLCM	T1
90 Percentile	First-order	T1c
Energy	First-order	T1c
Mean Absolute Deviation	First-order	T1c
Minimum	First-order	T1c
Root Mean Squared	First-order	T1c
Total Energy	First-order	T1c
Small Dependence Emphasis (SDE)	GLDM	T1c
Small Dependence Low Gray Level Emphasis (SDLGLE)	GLDM	T1c
High Gray Level Run Emphasis (HGLRE)	GLRLM	T1c
Low Gray Level Run Emphasis (LGLRE)	GLRLM	T1c
Gray Level Variance (GLV)	GLSZM	T1c
Large Area Emphasis (LAE)	GLSZM	T1c
Maximum	First-order	T2
Correlation	GLCM	T2
Informal Measure of Correlation 1 (Imc1)	GLCM	T2
Informal Measure of Correlation 2 (Imc2)	GLCM	T2
Maximum	First-order	FLAIR
Informal Measure of Correlation 1 (Imc1)	GLCM	FLAIR
Large Area Emphasis (LAE)	GLSZM	FLAIR