A data gathering framework to collect Type 2 diabetes patients data

Arianna Dagliati, Lucia Sacchi, Mauro Bucalo, Daniele Segagni, Konstantia Zarkogianni, Antonio Martinez Millana, Jorge Cancela, Francesco Sambo, Giuseppe Fico, Maria Teresa Meneu Barreira, Carlo Cerra, Konstantina Nikita, Claudio Cobelli, Luca Chiovato, Maria Teresa Arredondo, Riccardo Bellazzi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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.

Original languageEnglish
Title of host publication2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014
PublisherIEEE Computer Society
Pages244-247
Number of pages4
ISBN (Print)9781479921317
DOIs
Publication statusPublished - 2014
Event2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014 - Valencia, Spain
Duration: Jun 1 2014Jun 4 2014

Other

Other2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014
CountrySpain
CityValencia
Period6/1/146/4/14

ASJC Scopus subject areas

  • Biomedical Engineering
  • Health Informatics

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  • Cite this

    Dagliati, A., Sacchi, L., Bucalo, M., Segagni, D., Zarkogianni, K., Millana, A. M., Cancela, J., Sambo, F., Fico, G., Barreira, M. T. M., Cerra, C., Nikita, K., Cobelli, C., Chiovato, L., Arredondo, M. T., & Bellazzi, R. (2014). A data gathering framework to collect Type 2 diabetes patients data. In 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014 (pp. 244-247). [6864349] IEEE Computer Society. https://doi.org/10.1109/BHI.2014.6864349