Southampton Medical Oncology. 640 County Road 39, Southampton, NY 11968. New York Cancer & Blood Specialists has cancer treatment centers conveniently located throughout Suffolk County, New York. From the North Shore with offices in Smithtown, East Setauket, and more… to the South Shore towns of West Islip and Patchogue, our goal is to make ....