Hematology / Oncology Hematology/Oncology is a medical subspecialty focusing on both blood diseases and cancer. The Hematologist/Oncologist treats diseases of the blood and blood forming organs (i.e. spleen, lymph nodes, bone marrow, and thymus) as well as neoplastic diseases arising in any organ system.