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Multimedia Tools and Applications

, Volume 70, Issue 1, pp 433–460 | Cite as

A web-based platform for biosignal visualization and annotation

  • André LourençoEmail author
  • Hugo Plácido da Silva
  • Carlos Carreiras
  • Ana Priscila Alves
  • Ana L. N. Fred
Article

Abstract

With the advent of wearable sensing and mobile technologies, biosignals have seen an increasingly growing number of application areas, leading to the collection of large volumes of data. One of the difficulties in dealing with these data sets, and in the development of automated machine learning systems which use them as input, is the lack of reliable ground truth information. In this paper we present a new web-based platform for visualization, retrieval and annotation of biosignals by non-technical users, aimed at improving the process of ground truth collection for biomedical applications. Moreover, a novel extendable and scalable data representation model and persistency framework is presented. The results of the experimental evaluation with possible users has further confirmed the potential of the presented framework.

Keywords

Ground truth Annotation Biosignals Data representation Multimodal Metadata 

Notes

Acknowledgements

This work was partially funded by Fundação para a Ciência e Tecnologia (FCT) under the grants PTDC/EIA-CCO/103230/2008, SFRH/BD/65248/2009 and SFRH/PROTEC/49512/2009, by the Instituto de Telecomunicações under the grant “Android Biometric System” and by Área Departamental de Engenharia de Electrónica e Telecomunicações e de Computadores - ISEL, whose support the authors gratefully acknowledge.

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Copyright information

© Springer Science+Business Media New York 2013

Authors and Affiliations

  • André Lourenço
    • 1
    • 2
    Email author
  • Hugo Plácido da Silva
    • 2
    • 3
  • Carlos Carreiras
    • 2
  • Ana Priscila Alves
    • 2
  • Ana L. N. Fred
    • 2
    • 3
  1. 1.Instituto Superior de Engenharia de Lisboa (ISEL)LisboaPortugal
  2. 2.Instituto de Telecomunicações (IT)LisboaPortugal
  3. 3.Instituto Superior Técnico (IST)LisboaPortugal

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