Frederick Munroe Bourne (June 26, 1910 – July 11, 1992) was a Canadian swimmer who competed at the 1928, 1932 and 1936 Olympics in the 100-metre freestyle, 100-metre backstroke and 4×200-metre freestyle relay events and won a bronze medal in the relay in 1928.

Bourne trained in track and field athletics and water polo before focusing on swimming.

In 1927 he entered McGill University in Montreal, and graduated in 1931 with degrees in English and political science.

During World War II, Bourne served in the Canadian Army and was honourably discharged with the rank of major.

Afterward he worked as a doctor and was inducted into the McGill Athletics Hall of Fame in 1996.