Breast conserving surgery, also known as lumpectomy, involves removing only the tumor and surrounding tissue, preserving most of the breast. Candidates typically have small tumors and sufficient breast tissue, but may require follow-up treatments like radiation, hormone therapy, or chemotherapy. Side effects can include pain, swelling, and changes in the breast's shape.