Research Article
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 |
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