Rituximab is a cancer medication that interferes with the growth and spread of cancer cells in the body. Rituximab is used to treat non-Hodgkin's lymphoma or chronic lymphocytic leukemia. Rituximab is also used in combination with another drug called methotrexate to treat symptoms of adult rheumatoid arthritis.