One of the potentials of AI in the healthcare environment lies in its ability to recognize and correlate biological or physiological factors in large quantities of data.

By extracting information from a wide range of clinical practices and medical research, AI can help establish personalized risk correlations or provide doctors with optimal decision support.

Access to healthcare data is a major issue for the development of AI in France.

There is no simple framework for accelerating data availability. In France, in June 2018, the Ministry of Health launched a mission, the "Health Data Hub", to facilitate the use of data for research and innovation. To address this issue, the DATAIA Institute funded the "MissingBigData" research project in 2018, which aims to approach the problem of missing data from a different angle and propose new, more powerful models using larger data samples to impute missing values.