Radiotherapy is recommended for breast cancer patients who have undergone lumpectomy in the following situations: for all cases of invasive breast cancer or DCIS, for triple-negative or HER2-positive subtypes, young premenopausal women under age 40, those with positive lymph nodes, or who received neoadjuvant chemotherapy.