Melrose Park is a village in Cook County, Illinois, United States. It is a suburb of Chicago. As of the 2020 census it had a population of 24,796. Melrose Park had long been home to a large Italian-American population. There is a Metra railroad station in Melrose Park with daily service to Chicago. Melrose Park is home to Gottlieb Memorial Hospital.