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dc.contributor.authorAdriana Monroy, 0000-0003-0696-1227-
dc.contributor.authorSilvestre Alavez, 0000-0002-9220-0696-
dc.contributor.otherMoreles, Miguel Angel-
dc.contributor.otherPeña, Joaquin-
dc.contributor.otherVargas, Paola-
dc.date.accessioned2018-06-26T05:48:10Z-
dc.date.available2018-06-26T05:48:10Z-
dc.date.issued2017-
dc.identifier.otherhttps://arxiv.org/pdf/1711.09002.pdf-
dc.identifier.urihttp://hdl.handle.net/20.500.12222/147-
dc.descriptionIn the Oral Glucose Tolerance Test (OGTT), a patient, after an overnight fast ingests a load of glucose. Then measurements of glucose concentration are taken every 30 minutes during two hours. The test is used to aid diagnosis of diabetes, namely, type 2 diabetes mellitus and glucose intolerance. Several mathematical models have been introduced to describe the glucose-insulin system during an OGTT. Models consist on systems of di erential equations where most parameters are unknown. Estimation of these parameters is an aim of this work. In a minimal model, two of such parameters are proposed for classication by means of a SVM technique. Consequently, a case is made for this classi cation as an aid for diagnosis.es_MX
dc.formatapplication/pdfes_MX
dc.languageenges_MX
dc.publisherCornell University Libraryes_MX
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 Internacional*
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/es_MX
dc.subjectMEDICINA Y CIENCIAS DE LA SALUDes_MX
dc.titleEstimation and svm classification of glucose-insulin model parameters from OGTT data : an aid for diabetes diagnosticses_MX
dc.typearticlees_MX
dc.rights.licensehttp://creativecommons.org/licenses/by-nc-nd/4.0/*
dc.rights.licenseinfo:eu-repo/semantics/restrictedAccesses_MX
dc.subject.keywordsGlucosaes_MX
dc.subject.keywordsPacientees_MX
dc.subject.keywordsDiabeteses_MX
dc.subject.keywordsDiabetes mellituses_MX
dc.subject.keywordsModelos matemáticoses_MX
dc.type.versioninfo:eu-repo/semantics/publishedVersiones_MX
dc.coverageUSes_MX
dc.audienceresearcherses_MX
dc.identificador.materia3es_MX
dc.source.otherarXiv (2017)es_MX
dc.source.otherISSN: 2331-8422es_MX
Aparece en las colecciones: Artículos Científicos

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