Gelsey is a given name and a surname.

Notable people with the given name include: Gelsey Bell, American singer, songwriter, and actress Gelsey Kirkland (born 1952), American ballerina

Notable people with the surname include: Erwin S. Gelsey (died 1988), American screenwriter