Using machine learning to predict severe hypoglycaemia in hospital.
Michael FralickDavid DaiChloe Pou-PromAmol A VermaMuhammad MamdaniPublished in: Diabetes, obesity & metabolism (2021)
Machine-learning approaches can accurately identify patients at high risk of hypoglycaemia in hospital. Future work will involve evaluating whether implementing this model with targeted clinical interventions can improve clinical outcomes.