Balloon-based breast brachytherapy is a targeted radiation therapy technique used in the treatment of early-stage breast cancer. It involves the insertion of a balloon catheter into the lumpectomy cavity, where radioactive seeds are temporarily placed to deliver high doses of radiation directly to the surrounding breast tissue, minimizing exposure to healthy tissues.