ea0081p54 | Diabetes, Obesity, Metabolism and Nutrition | ECE2022
Christou Maria
, Katsarou Daphne N.
, Georga Eleni I.
, Zisidis Christos
, Siolos Athanasios
, Papaloukas Costas
, Tigas Stelios
, Fotiadis Dimitrios I.
Introduction: Current guidelines emphasize the important role of Continuous Glucose Monitoring (CGM) for type 1 diabetes mellitus (T1DM) management. The aim of the GlucoseML study is the development of a mobile health system for T1DM self-management based on CGM data, physical activity, food intake and insulin dosage. We herein present the development and evaluation of a univariate Autoregressive Moving Average (ARMA) prediction model of interstitial glucose concentration for ...