Publications by authors named "Daphne N Katsarou"
Article Synopsis
- * The research involved 73 adult PwT1D patients, measuring various factors such as body weight, BMI, and glycaemic indices using continuous glucose monitoring (CGM).
- * Results showed no significant differences in glycaemic control between normal weight, overweight, and obese patients, but a healthy body weight was still linked to better overall glycaemic management.
Short Term Glucose Prediction in Patients with Type 1 Diabetes Mellitus.
Annu Int Conf IEEE Eng Med Biol Soc
July 2022
Glucose prediction is used in diabetes self-management as it allows to take suitable actions for proper glycemic regulation of the patient. The aim of this work is the short-term personalized glucose prediction in patients with Type 1 diabetes mellitus (T1DM). In this scope, we compared two different models, an autoregressive moving average (ARMA) model and a long short-term memory (LSTM) model for different prediction horizons.
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