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Causal Modeling of the Glucose-Insulin System in Type-I Diabetic Patients
dc.contributor.author | Fernández, Javier | |
dc.contributor.author | Aguilar-Pérez, Natalia | |
dc.contributor.author | Fernández de Cañete, Rafael | |
dc.contributor.author | Ramos-Diaz, Juan Carlos | |
dc.date.accessioned | 2017-10-06T12:15:13Z | |
dc.date.available | 2017-10-06T12:15:13Z | |
dc.date.created | 2017 | |
dc.date.issued | 2017-10-06 | |
dc.identifier.uri | http://hdl.handle.net/10630/14596 | |
dc.description.abstract | In this paper, a simulation model of the glucoseinsulin system for a patient undergoing diabetes Type 1 is developed by using a causal modeling approach under system dynamics. The OpenModelica simulation environment has been employed to build the so called causal model, while the glucoseinsulin model parameters were adjusted to fit recorded mean data of a diabetic patient database. Model results under different conditions of a three-meal glucose and exogenous insulin ingestion patterns have been obtained. This simulation model can be useful to evaluate glucose-insulin performance in several circumstances, including insulin infusion algorithms in open-loop and decision support systems in closed-loop. | es_ES |
dc.description.sponsorship | Universidad de Málaga. Campus de Excelencia Internacional Andalucía Tech. | es_ES |
dc.language.iso | eng | es_ES |
dc.rights | info:eu-repo/semantics/openAccess | es_ES |
dc.subject | Diabetes | es_ES |
dc.subject.other | Causal modeling | es_ES |
dc.subject.other | diabetes | es_ES |
dc.subject.other | glucose-insulin system | es_ES |
dc.subject.other | OpenModelica software | es_ES |
dc.title | Causal Modeling of the Glucose-Insulin System in Type-I Diabetic Patients | es_ES |
dc.type | info:eu-repo/semantics/article | es_ES |
dc.centro | Escuela de Ingenierías Industriales | es_ES |
dc.relation.eventtitle | ICBCBBE 2017 : 19th International Conference on Bioinformatics, Computational Biology and Biomedical Engineering | es_ES |
dc.relation.eventplace | Edinburgh (U.K.) | es_ES |
dc.relation.eventdate | 11/09/2017 | es_ES |
dc.identifier.orcid | http://orcid.org/0000-0001-9428-6713 | es_ES |
dc.cclicense | by-nc-nd | es_ES |
dc.type.hasVersion | info:eu-repo/semantics/submittedVersion | es_ES |