Possible treatments may include: Surgery: Doctors will often recommend surgery to treat many rare forms of cancer. Chemotherapy: We may also use chemotherapy before or after surgery to eliminate any remaining cancer cells. In some situations, we'll suggest high-dose chemotherapy with stem cell transplant.