Data based prediction of blood glucose concentrations using evolutionary methods

JI Hidalgo, JM Colmenar, G Kronberger… - Journal of medical …, 2017 - Springer
Predicting glucose values on the basis of insulin and food intakes is a difficult task that
people with diabetes need to do daily. This is necessary as it is important to maintain …

Identification of models for glucose blood values in diabetics by grammatical evolution

JI Hidalgo, JM Colmenar, JM Velasco… - Handbook of …, 2018 - Springer
One the most relevant application areas of artificial intelligence and machine learning in
general is medical research. We here focus on research dedicated to diabetes, a disease …

[PDF][PDF] Personalized Meal Classification Using Continuous Glucose Monitors.

P Paromita, T Chaspari, S Sajjadi, A Das, BJ Mortazavi… - IUI Workshops, 2021 - ceur-ws.org
Managing diabetes mellitus (DM) requires monitoring the glucose response to meals, also
known as the postprandial glucose response (PPGR). The PPGR to a meal is significantly …