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Monte Carlo simulation for prediction of worsening conditions of type-2 diabetes patients at peri-urban zones of lima city

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dc.contributor.author Nieto Chaupis, Huber
dc.coverage.temporal 10 October 2016 through 14 October 2016
dc.date.accessioned 2019-08-18T22:07:22Z
dc.date.available 2019-08-18T22:07:22Z
dc.date.issued 2016-10
dc.identifier.citation Nieto Chaupis, H. (Octubre, 2016). Monte Carlo simulation for prediction of worsening conditions of type-2 diabetes patients at peri-urban zones of lima city. En XLII Latin American Computing Conference (CLEI), Perú. en_PE
dc.identifier.uri http://repositorio.uch.edu.pe/handle/uch/340
dc.identifier.uri https://ieeexplore.ieee.org/abstract/document/7833415
dc.identifier.uri http://dx.doi.org/10.1109/CLEI.2016.7833415
dc.description.abstract From a sample of 1K type-2 diabetes cases, using Monte Carlo simulation and real data, we have estimated that a 2.5% might be potential candidates in being in the highest levels of progress of type-2 diabetes as manifested in nephropathy or necrosis, In addition, a 1 % of the sample might be highly sensitive to cardiovascular attack. The pattern of the sample is characterized by having low incomes per month, poor education to improve lifestyle, as well as the lack of contact with health specialist, among others. The results of this simulation might serve to reconfigure ongoing schemes of public health aiming to reduce diabetes complications and extend minimally the lifetime of those type-2 diabetes patients belonging to vulnerable groups. en
dc.description.sponsorship Accenture;CONICYT;et al.;NIC Chile;RyC Consultores Asociados;Telefonica I+D
dc.language.iso eng
dc.publisher Institute of Electrical and Electronics Engineers Inc. en_PE
dc.relation info:eu-repo/semantics/article en_PE
dc.relation.isPartOf 42nd Latin American Computing Conference, CLEI 2016
dc.rights info:eu-repo/semantics/embargoedAccess en_PE
dc.source Repositorio Institucional - UCH en_PE
dc.source Universidad de Ciencias y Humanidades en_PE
dc.subject Intelligent systems en
dc.subject Mathematical models en
dc.subject Low incomes en
dc.subject Nephropathy en
dc.subject Type-2 diabetes en
dc.subject Urban zones en
dc.subject Vulnerable groups en
dc.subject Monte Carlo methods en
dc.title Monte Carlo simulation for prediction of worsening conditions of type-2 diabetes patients at peri-urban zones of lima city en_PE
dc.type info:eu-repo/semantics/conferenceObject en_PE
dc.identifier.doi 10.1109/CLEI.2016.7833415 en_PE
dc.identifier.journal Latin American Computing Conference, CLEI en_PE
dc.identifier.scopus 2-s2.0-85013874877


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