Development and Evaluation of a Mobile Personalized Blood Glucose Prediction System for Patients With Gestational Diabetes Mellitus.

Evgenii A Pustozerov Polina V Popova Aleksandra Tkachuk Yana Bolotko Zafar Yuldashev Elena N Grineva

Published in: JMIR mHealth and uHealth (2018)

The mobile app for the collection and processing of relevant data, appropriate software for CGM system signals processing, and BG prediction models were developed for a recommender system. The developed system may help improve BG control in patients with GDM; this will be the subject of evaluation in a subsequent study.

Keyphrases

blood glucose
glycemic control
pregnant women
blood pressure
data analysis
type diabetes
machine learning
metabolic syndrome
adipose tissue
deep learning
insulin resistance