Then, the optimum Lambda (Lambda = 0.027464741148160516) was determined for the LASSO regression, and 12 radiomics features with nonzero coefficients were selected to differentiate HER2+ from HER2− BC (Figure 4). The gene discussed is ERBB2; the disease is breast cancer.