Figure 3

Workflow of radiomics signature generation. Radiomics features were extracted from segmented VOI on CT scanner, quantifying tumor shape, intensity, texture and wavelet features. After prioritize the features on the basis of reproducibility, redundancy, feature selection and classification, radiomics signature were generated by integrating multiple radiomics features. The cut-off value was generated by ROC analysis after modeling by SVM.