Mr Galbraith, who was one of the longest surviving lung transplant patients, died on Monday.
The ex-MSP served as education and later environment minister. As an MP, he was a Scottish Office minister in Tony Blair's first government.
Prior to entering politics, he had been a neurosurgeon. The service at his former university will follow a private cremation.