Dearbourn \de(a)-rbou-rn, dear-bourn\ as a boy's name is a variant of Dearborn (Old English), and the meaning of Dearbourn is "brook of the deer". The baby name Dearbourn sounds like Deerborn and Dearburne. Other similar baby names are Raebourn and Sherbourn.