About Rheumatology Associates Of Long Island. Rheumatology Associates Of Long Island is a group practice with 1 location. Currently, Rheumatology Associates Of Long Island specializes in Internal Medicine, Immunology, Other Specialty and Rheumatology with 8 physicians..