Duke University Hospital is a full-service tertiary and quaternary care hospital that is ranked among the nation's best by U.S. News & World Report. 2301 Erwin Rd. Durham, NC 27710. Get Directions. General Information 919-684-8111. 2301 Erwin Rd. Durham, NC 27710..