The paper analyzes the opportunities and challenges faced by the building of medical big data platform. Taking the cancer big data platform as an example, it expounds the building and development situation of the medical big data platform, including the building planning, researches in the key technical fields, building practice, etc,so as to provide support for the digitalization and intelligent transformation of the medical and health industry.