Classification of Hypoglycemic Events in Type 1 Diabetes Using Machine Learning Algorithms.
Lars CederbladGustav EklundAmund VedalHenrik HillJosé Caballero-CorbalanJarl HellmanNiclas AbrahamssonInger Wahlström-JohnssonPer-Ola CarlssonDaniel EspesPublished in: Diabetes therapy : research, treatment and education of diabetes and related disorders (2023)
The findings support the notion that ML models can be trained to interpret CGM/FGM data. Our HypoCNN model provides a robust and accurate method to identify root causes of hypoglycemic events.