Lumpectomy is commonly recommended for patients with early-stage breast cancer, where the tumor is small and localized. It is also an option for those with ductal carcinoma in situ (DCIS), a non-invasive form of cancer. The decision to opt for a lumpectomy is often based on the tumor size, location, and the patient's personal preferences.