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Predicting healthcare cost of diabetes using machine learning models

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dc.creatorGonzález Rodríguez, Javier Leonardo
dc.creatorDíaz Carnicereo, Javierspa
dc.creatorVivas Consuelo, Davidspa
dc.creatorGonzález de Julian, Silviaspa
dc.creatorPinzón Espitia, Olga Luciaspa
dc.date.accessioned2020-09-11T21:06:48Z
dc.date.available2020-09-11T21:06:48Z
dc.date.created2019-07spa
dc.description.abstractDiabetes mellitus (DM) describes a group of metabolic disorders characterised by high blood glucose levels. People with diabetes have an increased risk of developing several serious lifethreatening health problems resulting in higher medical care costs, reduced quality of life and increased mortality [1] DM, like the majority of non-contagious chronic diseases, is associated with multimorbidity, defined in the growing literature as the existence of two or more chronic conditions [2,3]. Multimorbidity causes a negative impact on both clinical and health indicators and primary health care costs [1,4]. While true that the analysis of multimorbidity in this type of population is relatively new, the tendency towards this approach to the study of chronic diseases is ever increasing.eng
dc.format.mimetypeapplication/pdf
dc.identifier.isbnISBN: 978-84-09-16428-8spa
dc.identifier.urihttps://repository.urosario.edu.co/handle/10336/29889
dc.language.isoeng
dc.publisherUniversitat Politécnica de Valnciaspa
dc.relation.citationEndPage104
dc.relation.citationStartPage99
dc.relation.citationTitleModelling for Engineering & Human Behaviour 2019
dc.relation.ispartofPredicting healthcare cost of diabetes using machine learning models,ISBN: 978-84-09-16428-8, (2019); pp. 99- 104spa
dc.relation.urihttps://www.valueinhealthjournal.com/article/S1098-3015(19)33281-4/fulltextspa
dc.rights.accesRightsinfo:eu-repo/semantics/openAccess
dc.rights.accesoAbierto (Texto Completo)spa
dc.sourceModelling for Engineering & Human Behaviour 2019spa
dc.source.instnameinstname:Universidad del Rosario
dc.source.reponamereponame:Repositorio Institucional EdocUR
dc.subject.keywordDiabetes mellitus Type IIspa
dc.subject.keywordInfarctionspa
dc.subject.keywordStrokespa
dc.subject.keywordRetinopathyspa
dc.subject.keywordRenal failurespa
dc.titlePredicting healthcare cost of diabetes using machine learning modelsspa
dc.title.TranslatedTitlePredecir el costo sanitario de la diabetes mediante modelos de aprendizaje automáticospa
dc.typebookParteng
dc.type.hasVersioninfo:eu-repo/semantics/publishedVersion
dc.type.spaParte de librospa
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