@inproceedings{063fb93bdce14e9085dc8b7385c48404,
title = "Innovative approach for online prediction of blood glucose profile in Type 1 diabetes patients",
abstract = "Recursive identification techniques are used to estimate predictions for the human glucose-insulin subsystem. By replacing a constant gain with a physiologically inspired adaptation rule and adding as additional inputs the two variables ingested meal and administered insulin-which have the highest impact on the glucose concentration-the overall performance of a 45 min glucose prediction could be increased compared to standard identification and prediction methods. The results were analyzed from a system theoretical, and also from a clinical point of view using the CG-EGA.",
author = "Estrada, {Giovanna Castillo} and Harald Kirchsteiger and {Del Re}, Luigi and Eric Renard",
note = "Funding Information: The FLEMENGHO Study was supported by research grants G.0174.97 and G.0291.98 from the Fonds voor Wetenschappelijk Onderzoek Vlaanderen (Brussels, Belgium), the Bilaterale Wetenschappelijke en Technische Samenwerking Vlaanderen-China (project BIL98/15), and a special research grant from the Katholieke Universiteit Leuven (Onderzoekstoelage OT99/28). Families were recruited in the framework of the European Project on Genes in Hypertension, which is partially financed by the European Union (contract number IC15-CT98-0329-EPOGH). The epidemiologic work in Belgium and the genetic research in Milan, Italy were conducted as part of the EURNETGEN project (EU grant number QLG1-CT-2000-01137). The genetic laboratory also received grants from the Ministero della Sanit{\`a} to Giuseppe Bianchi (RF200-00-49 and MM06A9241-001) and the Ministero Universit{\`a} e Ricerca Scientifica of Italy to Cristina Barlassina (ex MPI 60% 2000). The FLEMENGHO study would not have been possible without the collaboration of the family physicians of the participants. The municipality Hechtel-Eksel (Belgium) provided logistic support. The authors acknowledge the expert assistance of Leszek Bieniaszewski, Rina Bollen, Lut De Pauw, Hilde Celis, Elly Den Hond, Primoz Dolenc, Paul Drent, Dmitri Emelianov, Jerzy G{\c a}sowski, Heng Fan, Lieve Gijsbers, Alida Hermans, Tim Nawrot, Lutgarde Thijs, Yvette Toremans, Sylvia Van Hulle, and Renilde Wolfs (Study Coordinating Centre, Leuven, Belgium).",
year = "2010",
doi = "10.1109/acc.2010.5531630",
language = "English",
isbn = "9781424474264",
series = "Proceedings of the 2010 American Control Conference, ACC 2010",
publisher = "IEEE Computer Society",
pages = "2015--2020",
booktitle = "Proceedings of the 2010 American Control Conference, ACC 2010",
address = "United States",
}
