Currently most of the medical AI in the research process is still based on theory, it is difficult to obtain standardized data. Now there are also many companies doing work on data processing to help standardize and desensitize the data collected in the system.
This is a good example of data collection in the UK, where most GP practices in the NHS use the same system, which is interconnected so that patient records can be shared between practices***. The system SystmOne itself collects standardized, coded data that can be directly exported in a desensitized version for research institutions to use for medical AI research.