Oncologists are medical doctors who diagnose and treat cancer. Oncology is composed of several fields, including medical oncologists who use medicine to treat cancer (with chemotherapy), radiation oncologists who use radiation, and surgical oncologists, who remove cancerous tissue using surgery.