Dr. Fahed Fayad practices Radiation Oncology in Miami, FL. Radiation oncology is a medical specialty that involves treating cancer with radiation. Dr. Fayad specializes in treating cancer with radiation, using radiation therapy to treat a wide variety of cancers. Radiation therapy uses carefully targeted and regulated doses of high-energy radiation to kill cancer cells.