SMARTDIAB: A communication and information technology approach for the intelligent monitoring, management and follow-up of type 1 diabetes patients

Mougiakakou, SG; Bartsocas, CS; Bozas, E; Chaniotakis, N; Iliopoulou, D; Kouris, I; Pavlopoulos, S; Prountzou, A; Skevofilakas, M; Tsoukalis, A; Varotsis, K; Vazeou, A; Zarkogianni, K; Nikita, KS

dc.contributor.author	Mougiakakou, SG	en
dc.contributor.author	Bartsocas, CS	en
dc.contributor.author	Bozas, E	en
dc.contributor.author	Chaniotakis, N	en
dc.contributor.author	Iliopoulou, D	en
dc.contributor.author	Kouris, I	en
dc.contributor.author	Pavlopoulos, S	en
dc.contributor.author	Prountzou, A	en
dc.contributor.author	Skevofilakas, M	en
dc.contributor.author	Tsoukalis, A	en
dc.contributor.author	Varotsis, K	en
dc.contributor.author	Vazeou, A	en
dc.contributor.author	Zarkogianni, K	en
dc.contributor.author	Nikita, KS	en
dc.date.accessioned	2014-03-01T01:34:36Z
dc.date.available	2014-03-01T01:34:36Z
dc.date.issued	2010	en
dc.identifier.issn	1089-7771	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/20771
dc.subject	Closed-loop glucose control	en
dc.subject	Diabetes management	en
dc.subject	Home care	en
dc.subject	Information and communication technologies	en
dc.subject	Telemedicine	en
dc.subject.classification	Computer Science, Information Systems	en
dc.subject.classification	Computer Science, Interdisciplinary Applications	en
dc.subject.classification	Mathematical & Computational Biology	en
dc.subject.classification	Medical Informatics	en
dc.subject.other	Closed-loop	en
dc.subject.other	Diabetes management	en
dc.subject.other	Glucose control	en
dc.subject.other	Home care	en
dc.subject.other	Information and Communication Technologies	en
dc.subject.other	Artificial intelligence	en
dc.subject.other	Closed loop control systems	en
dc.subject.other	Communication	en
dc.subject.other	Decision making	en
dc.subject.other	Decision support systems	en
dc.subject.other	Decision theory	en
dc.subject.other	Glucose	en
dc.subject.other	Insulin	en
dc.subject.other	Internet	en
dc.subject.other	Monitoring	en
dc.subject.other	Pumps	en
dc.subject.other	Risk management	en
dc.subject.other	Technology	en
dc.subject.other	Telecommunication equipment	en
dc.subject.other	Telemedicine	en
dc.subject.other	Risk assessment	en
dc.title	SMARTDIAB: A communication and information technology approach for the intelligent monitoring, management and follow-up of type 1 diabetes patients	en
heal.type	journalArticle	en
heal.identifier.primary	10.1109/TITB.2009.2039711	en
heal.identifier.secondary	http://dx.doi.org/10.1109/TITB.2009.2039711	en
heal.identifier.secondary	5401101	en
heal.language	English	en
heal.publicationDate	2010	en
heal.abstract	SMARTDIAB is a platform designed to support the monitoring, management, and treatment of patients with type 1 diabetes mellitus (T1DM), by combining state-of-the-art approaches in the fields of database (DB) technologies, communications, simulation algorithms, and data mining. SMARTDIAB consists mainly of two units: 1) the patient unit (PU); and 2) the patient management unit (PMU), which communicate with each other for data exchange. The PMU can be accessed by the PU through the internet using devices, such as PCs/laptops with direct internet access or mobile phones via a Wi-Fi/General Packet Radio Service access network. The PU consists of an insulin pump for subcutaneous insulin infusion to the patient and a continuous glucose measurement system. The aforementioned devices running a user-friendly application gather patient's related information and transmit it to the PMU. The PMU consists of a diabetes data management system (DDMS), a decision support system (DSS) that provides risk assessment for long-term diabetes complications, and an insulin infusion advisory system (IIAS), which reside on a Web server. The DDMS can be accessed from both medical personnel and patients, with appropriate security access rights and front-end interfaces. The DDMS, apart from being used for data storage/retrieval, provides also advanced tools for the intelligent processing of the patient's data, supporting the physician in decision making, regarding the patient's treatment. The IIAS is used to close the loop between the insulin pump and the continuous glucose monitoring system, by providing the pump with the appropriate insulin infusion rate in order to keep the patient's glucose levels within predefined limits. The pilot version of the SMARTDIAB has already been implemented, while the platform's evaluation in clinical environment is being in progress. © 2006 IEEE.	en
heal.publisher	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC	en
heal.journalName	IEEE Transactions on Information Technology in Biomedicine	en
dc.identifier.doi	10.1109/TITB.2009.2039711	en
dc.identifier.isi	ISI:000278538300010	en
dc.identifier.volume	14	en
dc.identifier.issue	3	en
dc.identifier.spage	622	en
dc.identifier.epage	633	en