State-of-the-Art and Future Challenges in the Integration of Biobank Catalogues

نویسندگان

  • Heimo Müller
  • Robert Reihs
  • Kurt Zatloukal
  • Fleur Jeanquartier
  • Roxana Merino-Martinez
  • David van Enckevort
  • Morris A. Swertz
  • Andreas Holzinger
چکیده

Biobanks are essential for the realization of P4-medicine, hence indis‐ pensable for smart health. One of the grand challenges in biobank research is to close the research cycle in such a way that all the data generated by one research study can be consistently associated to the original samples, therefore data and knowledge can be reused in other studies. A catalogue must provide the information hub connecting all relevant information sources. The key knowledge embedded in a biobank catalogue is the availability and quality of proper samples to perform a research project. Depending on the study type, the samples can reflect a healthy reference population, a cross sectional representation of a certain group of people (healthy or with various diseases) or a certain disease type or stage. To overview and compare collections from different catalogues, we introduce visual analytics techniques, especially glyph based visualization techniques, which were success‐ fully applied for knowledge discovery of single biobank catalogues. In this paper, we describe the state-of-the art in the integration of biobank catalogues addressing the challenge of combining heterogeneous data sources in a unified and meaningful way, consequently enabling the discovery and visualization of data from different sources. Finally we present open questions both in data integration and visualization of unified catalogues and propose future research in data integration with a linked data approach and the fusion of multi level glyph and network visualization.

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تاریخ انتشار 2015