Biobehavioral Changes Following Transition to Automated Insulin Delivery: A Large Real-life Database Analysis.

Boris P Kovatchev Harsimran SinghLars MuellerLinda A Gonder-Frederick

Published in: Diabetes care (2022)

Observed in real life of >19,000 individuals with type 1 diabetes, transitions from PLGS to AID resulted in improvement of all glycemic parameters, equivalent to improvements observed in randomized clinical trials, and reduced user-initiated boluses. However, glycemic and behavioral changes with AID use may differ greatly across different demographic and clinical groups.

Keyphrases

type diabetes
glycemic control
machine learning
deep learning
emergency department
clinical trial
adipose tissue
metabolic syndrome
insulin resistance
adverse drug
weight loss