The 1 million square foot project is expected to support 3,000 new jobs and add an estimated £1.2 billion per year to the UK economy.
Aviva Capital Partners and mixed-use developer Socius are behind the plans.
The site in Belmont is already home to The Royal Marsden and the Institute of Cancer Research.