表 2. Radiomic features and partial regression coefficient in T2WI+DWI+ADC combined model.
多序列联合数据集(T2WI+DWI+ADC)构建模型的特征及其回归系数
Radiomic features | β |
β: Partial regression coefficient; CEA: Carcinoembryonic antigen; T2WI: T2 weighted image; DWI: Diffusion weighted image; ADC: Apparent diffusion coefficient; mrT stage: The T stage of primary site based on MR images; mrN stage: The N stage of lymph node based on MR images. | |
Intercept | −0.576 |
mrT stage T1-2 | 0.617 |
mrT stage T3 | −0.258 |
mrN stage N0 | −1.699 |
mrN stage N1-2 | 0.574 |
Primary tumor site <5 cm | 0.790 |
Age 40-<50 yr. | −0.135 |
Age 50-<60 yr. | 0.011 |
Age 70-<80 yr. | −0.545 |
Gender | 0.109 |
CEA | 0.947 |
T2WI ClusterProminence_AllDirection_offset1_SD | 0.322 |
T2WI SumAverage | −0.125 |
DWI ClusterShade_angle45_offset7 | −0.480 |
DWI Correlation_angle45_offset4 | 0.372 |
DWI GLCMEntropy_AllDirection_offset1_SD | 0.028 |
DWI ShortRunEmphasis_AllDirection_offset7_SD | −0.172 |
DWI SurfaceArea | 0.106 |
ADC MaxIntensity | 0.119 |
ADC MinIntensity | −0.163 |
ADC Kurtosis | 0.222 |
ADC ClusterShade_angle0_offset7 | 0.254 |
ADC Correlation_AllDirection_offset4_SD | −0.149 |
ADC Correlation_angle90_offset4 | 0.028 |
ADC InverseDifferenceMoment_AllDirection_offset1_SD | −0.081 |
ADC LongRunHighGreyLevelEmphasis_angle45_offset4 | −0.143 |
ADC SurfaceVolumeRatio | −0.119 |