crossrefDiagnostics2024-03-30Cited by 8
Machine Learning and Deep Learning Models for Nocturnal High- and Low-Glucose Prediction in Adults with Type 1 Diabetes
Roman M. Kozinetz, Vladimir B. Berikov, Julia F. Semenova, Vadim V. Klimontov
Glucose management at night is a major challenge for people with type 1 diabetes (T1D), especially for those managed with multiple daily injections (MDIs). In this study, we developed machine learning (ML) and deep learning (DL) models to predict nocturnal glucose within the targ…