Swann was born in Lancaster, England, and then raised and educated in Edinburgh, Scotland, where she attended the George Heriot's School and studied medicine at the University of Edinburgh.
Swann was born in Lancaster, England, and then raised and educated in Edinburgh, Scotland. She attended George Heriot's School where she started rowing at the age of 14, and studied medicine at the University of Edinburgh.