A Framework Based on Web Services and Grid Technologies for Medical Image Registration

  • Ignacio Blanquer
  • Vicente Hernández
  • Ferran Mas
  • Damià Segrelles
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 3745)

Abstract

Medical Imaging implies executing complex post-processing tasks such as segmentation, rendering or registration which requires resources that exceeds the capabilities of conventional systems. The usage of Grid Technologies can be an efficient solution, increasing the production time of shared resources. However, the difficulties on the use of Grid technologies have reduced its spreading outside of the scientific arena.

This article tackles the problem of using Grid Technologies for the co-registration of a series of volumetric medical images. The co-registration of time series of images is a needed pre-processing task when analysing the evolution of the diffusion of contrast agents. This processing requires large computational resources and cannot be tackled efficiently on an individual basis. This article proposes and implements a four-level software architecture that provides a simple interface to the user and deals transparently with the complexity of Grid environment. The four layers implemented are: Grid Layer (the closest to the Grid infrastructure), the Gate-to-Grid (which transforms the user requests to Grid operations), the Web Services layer (which provides a simple, standard and ubiquitous interface to the user) and the application layer.

An application has been developed on top of this architecture to manage the execution of multi-parametric groups of co-registration actions on a large set of medical images. The execution has been performed on the EGEE Grid infrastructure. The application is platform-independent and can be used from any computer without special requirements.

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References

  1. 1.
    Short, S.: Creación de servicios Web XML para la plataforma.NET. McGraw-Hill, New York (2002)Google Scholar
  2. 2.
    Universal Description, Discovery and Integratin (UDDI), http://www.uddi.org
  3. 3.
    Simple Object Access Protocol (SOAP), http://www.w3c.org
  4. 4.
    Expert Group Report. Next Generation Grids 2. European Commission (2004), http://www.cordis.lu/ist/grids/index.htm
  5. 5.
    Foster, I., Kesselman, C.: The GRID: Blueprint for a New Computing Infraestructure. Morgan Kaufmann Publishers, Inc., San Francisco (1998)Google Scholar
  6. 6.
    Foster, I., Kesselman, C.: Globus: A metacomputing infraetructure toolkit. Intl J. Supercomputer Applications, 115–128 (1997)Google Scholar
  7. 7.
    Forschungszentrum. Unicore Plus Final Report. Dietmar Erwin (2003)Google Scholar
  8. 8.
    InnerGrid Users manual. Grid Systems (2003)Google Scholar
  9. 9.
    Foster, I., Kesselman, C., Nick, J., Tuecke, S.: The physiology of the grid: An open grid services architecture for distributed systems integration (2002)Google Scholar
  10. 10.
    The Globus Alliance, http://www.globus.org
  11. 11.
    The DATAGRID project, http://www.eu-datagrid.org
  12. 12.
    LHC Computing Grid, http://lcg.web.cern.ch/LCG
  13. 13.
    gLite. Lightweight Middleware for Grid Computing, http://glite.web.cern.ch/glite
  14. 14.
    Enabling Grids for E-sciencE, http://www.eu-egee.org
  15. 15.
  16. 16.
    Ibanez, Schroeder, Ng, Cates. The ITK Software Guide. Kitware Inc Google Scholar
  17. 17.
    Analyze 7.5 File Format. Mayo Clinic Google Scholar
  18. 18.
    National Electrical Manufacturers Association. Digital Imaging and Communications in Medicine (DICOM). 1300 N. 17th Street, Rosslyn, Virginia 22209 USAGoogle Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2005

Authors and Affiliations

  • Ignacio Blanquer
    • 1
  • Vicente Hernández
    • 1
  • Ferran Mas
    • 1
  • Damià Segrelles
    • 2
  1. 1.Departamento de Sistemas Informáticos y ComputaciónUniversidad Politécnica de ValenciaValenciaSpain
  2. 2.Instituto de Aplicaciones de las Tecnologías de la Información y de las Comunicaciones AvanzadasUniversidad Politécnica de ValenciaValenciaSpain

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