Diabetes mellitus modeling and short-term prediction based on blood glucose measurements

DOI10.1016/J.MBS.2008.10.008zbMath1157.92021OpenAlexW2009027359WikidataQ42603777 ScholiaQ42603777MaRDI QIDQ1010240

J. Martínez

Publication date: 3 April 2009

Published in: Mathematical Biosciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.mbs.2008.10.008

zbMATH Keywords

predictorsystem identificationmathematical modelARMA modeldiabetesARMAXglucose dynamicsinsulin dynamics

Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Medical applications (general) (92C50)

Related Items (5)

Prediction of retinopathy in diabetic patients using type-2 fuzzy regression model ⋮ Predicting the output error of the suboptimal state estimator to improve the performance of the MPC-based artificial pancreas ⋮ On the stability of unevenly spaced samples for interpolation and quadrature ⋮ Sequential event prediction ⋮ Identification of individualised empirical models of carbohydrate and insulin effects on T1DM blood glucose dynamics

Uses Software

• Matlab
• System Identification Toolbox

This page was built for publication: Diabetes mellitus modeling and short-term prediction based on blood glucose measurements