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Memorias de investigación
Ponencias en congresos:
Data Mining for Blood Glucose Prediction and Knowledge Discovery in Diabetic Patients: The METABO Diabetes Modeling and Management System
Año:2009
Áreas de investigación
  • Telemática
Datos
Descripción
METABO is a diabetes monitoring and management system which aims at recording and interpreting patient's context, as well as, at providing decision support to both the patient and the doctor. The METABO system consists of (a) a Patient's Mobile Device (PMD), (b) different types of unobtrusive biosensors, (c) a Central Subsystem (CS) located remotely at the hospital and (d) the Control Panel (CP) from which physicians can follow-up their patients and gain also access to the CS. METABO provides a multi-parametric monitoring system which facilitates the efficient and systematic recording of dietary, physical activity, medication and medical information (continuous and discontinuous glucose measurements). Based on all recorded contextual information, data mining schemes that run in the PMD are responsible to model patients' metabolism, predict hypo/hyper-glycaemic events, and provide the patient with short and long-term alerts. In addition, all past and recently-recorded data are analyzed to extract patterns of behavior, discover new knowledge and provide explanations to the physician through the CP. Advanced tools in the CP allow the physician to prescribe personalized treatment plans and frequently quantify patient's adherence to treatment.
Internacional
Si
Nombre congreso
EMBC 09
Tipo de participación
960
Lugar del congreso
Minnapolis
Revisores
Si
ISBN o ISSN
1557-170X
DOI
Fecha inicio congreso
02/09/2009
Fecha fin congreso
06/09/2009
Desde la página
5633
Hasta la página
5636
Título de las actas
Conf Proc IEEE Eng Med Biol Soc
Esta actividad pertenece a memorias de investigación
Participantes
  • Participante: D. Ardigó (University of Parma, Italia)
  • Participante: D.I. Fotiadis (University of Ioannina, Grecia)
  • Participante: M. Alejandra Guillén (Medtronic España)
  • Participante: E. Georga (University of Ioannina, Grecia)
  • Participante: D. Polyzos (University of Patras, Grecia)
  • Participante: T.P. Exarchos (University of Ioannina, Grecia)
  • Participante: V. Protopappas (University of Patras, Grecia)
  • Autor: Giuseppe Fico (UPM)
  • Autor: Maria Teresa Arredondo Waldmeyer (UPM)
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: Life Supporting Technologies (Tecnologías de Apoyo a la Vida)
  • Departamento: Tecnología Fotónica
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