Medical Oncology. What is Medical Oncology? Medical Oncology is a modality of treatment in cancer care which uses Chemotherapy, Immunotherapy, Hormonal Therapy and Targeted Therapy to treat cancer in an effective manner. Medical Oncology is usually works in conjunction with Surgical Oncology or Radiation Oncology to give the best clinical outcomes.