Prediction of Hypoglycemia From Continuous Glucose Monitoring in Insulin-Treated Patients With Type 2 Diabetes Using Transfer Learning on Type 1 Diabetes Data: A Deep Transfer Learning Approach.
Helene B ThomsenMike M JakobsenNikolaj Hecht-PedersenMorten Hasselstrøm JensenThomas KronborgPublished in: Journal of diabetes science and technology (2023)
The transfer learned CNN model showed promising performance in predicting hypoglycemic episodes and with slightly better results than a non-transfer learned CNN model.