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dc.contributor.authorRodríguez Rodríguez, Ignacio es_ES
dc.contributor.authorZamora Izquierdo, Miguel Ángel es_ES
dc.contributor.authorRodríguez Rodríguez, José Víctor es_ES
dc.date.accessioned2019-05-07T10:01:11Z
dc.date.available2019-05-07T10:01:11Z
dc.date.issued2018-03-27
dc.identifier.citationRodríguez-Rodríguez, I.; Zamora-Izquierdo, M.-Á.; Rodríguez, J.-V. Towards an ICT-Based Platform for Type 1 Diabetes Mellitus Management. Appl. Sci. 2018, 8, 511.es_ES
dc.description.abstractType 1 Diabetes Mellitus (DM1) is a metabolic disease that is characterized by chronic hyperglycemia due to a lack of pancreatic insulin production. This forces patients to perform several blood glucose measurements per day—by means of capillary glucometers—in order to infer a trend and try to predict future values. In this way, a decision about the insulin dosage that has to be exogenously injected to maintain glycemia within the desirable levels is made. Unfortunately, this method usually suffers from relatively high imprecision. However, recent advances in information and communication technologies (ICT), along with novel biosensors that could provide a real-time comprehensive condition of the patient, offer a new perspective in DM1 management. In this sense, new disruptive technologies like Big Data, the Internet of Things (IoT), and Cloud Computing, as well as Machine Learning (ML) can play an important role in managing DM1. In this work, firstly, an analysis of previously published ICT-based methods for the management of diabetes continuous monitoring is carried out. In this way, an assessment of the possible lack of such proposals is presented, along with the challenges to be overcome in forthcoming smart DM1 management systems. Finally, an overview of a holistic ICT-based platform for DM1 management that try to solve the limitations of previous works, while at the same time, taking advantage of the abovementioned disruptive technologies is hereby proposedes_ES
dc.description.sponsorshipThis work has been sponsored by the Spanish Ministry of Economy and Competitiveness through the PERSEIDES (ref. TIN2017-86885-R) and CHIST-ERA (ref. PCIN-2016-010) projectses_ES
dc.formatapplication/pdfes_ES
dc.language.isoenges_ES
dc.publisherMDPIes_ES
dc.relation.urihttps://www.mdpi.com/2076-3417/8/4/511es_ES
dc.rightsAtribución-NoComercial-SinDerivadas 3.0 España*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/es/*
dc.titleTowards an ICT-based platform for type 1 diabetes mellitus managementes_ES
dc.typeinfo:eu-repo/semantics/articlees_ES
dc.subject.otherTeoría de la Señal y las Comunicacioneses_ES
dc.subjectDiabetes mellitus managementes_ES
dc.subjectWearable sensorses_ES
dc.subjectInformation and communication technologieses_ES
dc.identifier.urihttp://hdl.handle.net/10317/7758
dc.peerreviewSies_ES
dc.identifier.doi10.3390/app8040511
dc.identifier.doi2076-3417
dc.rights.accessRightsinfo:eu-repo/semantics/openAccesses_ES
dc.type.versioninfo:eu-repo/semantics/publishedVersiones_ES
dc.subject.unesco3325 Tecnología de las Telecomunicacioneses_ES
dc.contributor.funderMinisterio de Economía, Industria y Competitividades_ES


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