Towards an ICT-based platform for type 1 diabetes mellitus management
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AuthorRodríguez Rodríguez, Ignacio; Zamora Izquierdo, Miguel Ángel; Rodríguez Rodríguez, José Víctor
Knowledge AreaTeoría de la Señal y las Comunicaciones
SponsorsThis 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) projects
Bibliographic 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.
KeywordsDiabetes mellitus management
Information and communication technologies
Type 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 ...
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