A Machine Learning Model for Week-Ahead Hypoglycemia Prediction From Continuous Glucose Monitoring Data.

Flavia GiammarinoRansalu SenanayakePriya PrahaladDavid M MaahsDavid Scheinker

Published in: Journal of diabetes science and technology (2024)

We developed a machine learning algorithm to estimate the probability of a clinically significant hypoglycemic event within one week. Predictive algorithms may provide diabetes care providers using RPM with additional context when prioritizing T1D patients for review.

Keyphrases

machine learning
big data
artificial intelligence
end stage renal disease
deep learning
ejection fraction
chronic kidney disease
type diabetes
newly diagnosed
prognostic factors
metabolic syndrome
patient reported outcomes
insulin resistance
double blind