Observatorio de I+D+i UPM

Memorias de investigación
Ponencias en congresos:
A Data Gathering Framework to Collect Type 2 Diabetes Patients Data
Año:2014
Áreas de investigación
  • Tecnología electrónica y de las comunicaciones
Datos
Descripción
In this work, we present a framework implemented within the EU project MOSAIC, funded under the FP7 framework, to gather Type 2 Diabetes (T2D) patients' data coming from three European hospitals and a local health care agency. A subset of the MOSAIC activities is centered on the development of Temporal Data Mining models to identify relevant clinical pathways in patients' histories and will in particular benefit from the data coming from the medical centers involved in the project. To best exploit this repository, the need for creating a common and sharable data model becomes immediately apparent. This model is the main subject of this paper. The proposed approach relies on the Informatics for Integrating Biology and the Bedside (i2b2) and the Shared Health Research Information Network (SHRINE) open source software tools. It provides an integrated research setting to merge clinical and environmental data that will enable obtaining a broader vision of individual patients? histories, which will be then mined with multivariate models to identify relevant clinical pathways.
Internacional
Si
Nombre congreso
IEEE-EMBS International Conferences on Biomedical and Health Informatics (BHI)
Tipo de participación
960
Lugar del congreso
Valencia, Spain
Revisores
Si
ISBN o ISSN
978-1-4799-2131-7
DOI
10.1109/BHI.2014.6864322
Fecha inicio congreso
01/06/2014
Fecha fin congreso
04/06/2014
Desde la página
244
Hasta la página
247
Título de las actas
Proceedings of the IEEE-EMBS International Conferences on Biomedical and Health Informatics (BHI)
Esta actividad pertenece a memorias de investigación
Participantes
  • Autor: Arianna Dagliati (Dep. Electrical,Computer and Biomedical Engineering, University of Pavia, Italy)
  • Autor: Lucia Sacchi (Dep. Electrical,Computer and Biomedical Engineering, University of Pavia, Italy)
  • Autor: Mauro Bucalo (Dep. Electrical,Computer and Biomedical Engineering, University of Pavia, Italy)
  • Autor: Daniele Segagni (Fondazione Salvatore Maugeri of Pavia)
  • Autor: Konstantia Zarkogianni (Faculty of Electrical and Computer Engineering, National Technical University of Athens, Zografou, Athens)
  • Autor: Antonio Millana Martínez (Universidad. Politécnica de Valencia)
  • Autor: Jorge Cancela Gonzalez (UPM)
  • Autor: Giuseppe Fico (UPM)
  • Autor: Maria Teresa Meneu Barreira (Universidad Politécnica de Valencia)
  • Autor: Francesco Sambo (Dep. of Information Engineering University of Padova, Italy)
  • Autor: Carlo Cerra (Department of Purchasing and Control, ASL Pavia, Italy)
  • Autor: Konstantina Nikita (Faculty of Electrical and Computer Engineering, National Technical University of Athens, Zografou, Athens)
  • Autor: Claudio Cobelli (Dep.t of Information Engineering University of Padova, Italy)
  • Autor: Luca Chiovato (Fondazione Salvatore Maugeri of Pavia)
  • Autor: Maria Teresa Arredondo Waldmeyer (UPM)
  • Autor: Riccardo Bellazzi (Dep. Electrical,Computer and Biomedical Engineering, University of Pavia, Italy)
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: Tecnologías de Apoyo a la Vida
  • Departamento: Tecnología Fotónica y Bioingeniería
  • Centro o Instituto I+D+i: Centro de tecnología Biomédica CTB
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