TY - CHAP U1 - Konferenzveröffentlichung A1 - Vehi, Josep A1 - Contreras, Iván ED - Conti, Massimo ED - Lebedev, Georgy ED - Martínez Madrid, Natividad T1 - A decision support system for diabetic patients: closing the loop for MDI users T2 - EMBC Workshop Telemedicine and Telemonitoring in AAL Home Environments : 41st Engineering in Medicine and Biology (EMB) Conference : July 23, 2019 Berlin, Germany : proceedings of EMBC Workshop ”Telemedicine and Telemonitoring in AAL Home Environments” N2 - Type 1 diabetes is a chronic and a life threatening disease: an adjusted treatment and a proper management of the disease are crucial to prevent or delay the complications of diabetes. Although during the last decade the development of the artificial pancreas has presented great advances in diabetes care, the multiple daily injections therapy still represents the most widely used treatment option for type 1 diabetes. This work presents the proposal and first development stages of an application focused on guiding patients using the continuous glucose monitors and smart pens together with insulin and carbohydrates recommendations. Our proposal aims to develop a platform to integrate a series of innovative machine learning models and tools rigorously tested together with the use of the latest IoT devices to manage type 1 diabetes. The resulting system actually closes the loop, like the artificial pancreas, but in an intermittent way. Y1 - 2019 UN - https://nbn-resolving.org/urn:nbn:de:bsz:rt2-opus4-24619 SN - 978-3-00-063346-1 SB - 978-3-00-063346-1 U6 - https://doi.org/10.34645/opus-2461 DO - https://doi.org/10.34645/opus-2461 SP - 29 EP - 31 S1 - 3 PB - Hochschule Reutlingen CY - Reutlingen ER -