Estimation and svm classification of glucose-insulin model parameters from OGTT data : an aid for diabetes diagnostics
Estimation and svm classification of glucose-insulin model parameters from OGTT data : an aid for diabetes diagnostics
| dc.audience | researchers | es_MX |
| dc.contributor.author | Adriana Monroy, 0000-0003-0696-1227 | |
| dc.contributor.author | Silvestre Alavez, 0000-0002-9220-0696 | |
| dc.contributor.other | Moreles, Miguel Angel | |
| dc.contributor.other | Peña, Joaquin | |
| dc.contributor.other | Vargas, Paola | |
| dc.coverage | US | es_MX |
| dc.date.accessioned | 2018-06-26T05:48:10Z | |
| dc.date.available | 2018-06-26T05:48:10Z | |
| dc.date.issued | 2017 | |
| dc.description | In 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.format | application/pdf | es_MX |
| dc.identificador.materia | 3 | es_MX |
| dc.identifier.other | https://arxiv.org/pdf/1711.09002.pdf | |
| dc.identifier.uri | http://hdl.handle.net/20.500.12222/147 | |
| dc.language | eng | es_MX |
| dc.publisher | Cornell University Library | es_MX |
| dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
| dc.rights.license | info:eu-repo/semantics/restrictedAccess | es_MX |
| dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | es_MX |
| dc.source.other | arXiv (2017) | es_MX |
| dc.source.other | ISSN: 2331-8422 | es_MX |
| dc.subject | MEDICINA Y CIENCIAS DE LA SALUD | es_MX |
| dc.subject.keywords | Glucosa | es_MX |
| dc.subject.keywords | Paciente | es_MX |
| dc.subject.keywords | Diabetes | es_MX |
| dc.subject.keywords | Diabetes mellitus | es_MX |
| dc.subject.keywords | Modelos matemáticos | es_MX |
| dc.title | Estimation and svm classification of glucose-insulin model parameters from OGTT data : an aid for diabetes diagnostics | es_MX |
| dc.type | article | es_MX |
| dc.type.version | info:eu-repo/semantics/publishedVersion | es_MX |
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