Hematologists are physicians who specialize in blood based cancers. Oncologists deal with solid tumor cancers. Radiologists specialize in radiation treatment. Surgeons specialize in surgical treatments. Medical oncologists specialize in chemotherapy, hormone therapy, biologics therapy, and immunotherapies.