They acknowledge this in the article - the system will have to be transfer learned for every patient. Which IMO is ideal, but you will need training/validation data, which in this case sounds like it'd be extremely expensive. Furthermore, the system could get automatically better over time _for that patient_, if properly designed and fed clean training samples.