 His father was in practice at Richmond and his grandfather John Southerden Burn was a solicitor and antiquary.Burn was a medical student at Cambridge University and rowed for Cambridge in the Boat Race in 1907 and 1908.The Cambridge crew made up a boat in the eights which won the bronze medal for Great Britain rowing at the 1908 Summer Olympics.