Neoplasia is a synonym of cancer. As nouns the difference between neoplasia and cancer is that neoplasia is (biology) the formation of new tissue while cancer is (medicine|oncology|disease) a disease in which the cells of a tissue undergo uncontrolled (and often rapid) proliferation.