Table 4 LASSO coefficients of the selected features for the radiomics signature
Sequence | Image type | Feature class | Feature name | LASSO coefficient |
|---|---|---|---|---|
T2WI | Original | Shape | MajorAxisLength | 1.89E-03 |
T2WI | Original | GLSZM | LargeAreaHighGrayLevelEmphasis | 9.80E-05 |
T2WI | LoG3mm | GLCM | Imc1 | 2.06E + 00 |
T2WI | LoG3mm | GLRLM | RunEntropy | -6.36E-01 |
T2WI | WaveletHL | GLDM | DependenceEntropy | -7.39E-01 |
ceT1WI | Original | Shape | Flatness | -4.20E + 00 |
ceT1WI | LoG3mm | Histogram | 90Percentile | 1.27E-03 |
ceT1WI | LoG3mm | GLCM | Imc1 | 2.51E + 00 |
ceT1WI | LoG5mm | NGTDM | Busyness | 4.72E + 00 |
ceT1WI | WaveletHH | GLDM | LargeDependenceHighGrayLevelEmphasis | 4.75E-04 |
ceT1WI | WaveletLL | GLCM | Imc1 | 4.05E + 00 |
(Intercept) | 9.50E + 00 |