Fig. 2

Radiomics workflow. The term ‘LASSO’ stands for Least Absolute Shrinkage and Selection Operator, a widely used method for regression analysis when dealing with high-dimensional data. LASSO regression selects significant and distinguishable features to construct the radiomics signature, effectively simplifying the model and reducing the risk of overfitting.