Memorias de investigación
Communications at congresses:
A Data Gathering Framework to Collect Type 2 Diabetes Patients Data
Year:2014

Research Areas
  • Electronic technology and of the communications

Information
Abstract
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.
International
Si
Congress
IEEE-EMBS International Conferences on Biomedical and Health Informatics (BHI)
960
Place
Valencia, Spain
Reviewers
Si
ISBN/ISSN
978-1-4799-2131-7
10.1109/BHI.2014.6864322
Start Date
01/06/2014
End Date
04/06/2014
From page
244
To page
247
Proceedings of the IEEE-EMBS International Conferences on Biomedical and Health Informatics (BHI)
Participants
  • 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

Research Group, Departaments and Institutes related
  • 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