Blood cancers also called hematologic cancers. Blood cancer is actually a complex family of five diseases, each with its own subtypes. Blood cancers affect blood cells and bone marrow. The spongy tissue inside your bones where blood cells are made. These cancers change the way blood cells behave. Types of blood cancer include Leukemia, Lymphoma, and Myeloma.