An oncologist is a medical specialist focused on diagnosing and treating cancer through diverse methods such as chemotherapy, surgery, and immunotherapy. A radiation oncologist, on the other hand, specifically focuses on treating cancer with radiation therapy. They use targeted radiation to destroy cancer cells, often working alongside other oncologists to provide comprehensive cancer care.