• DocumentCode
    2818917
  • Title

    Parallel matrix computations and their applications for biomagnetic fields

  • Author

    Zerbe, Volker ; Keller, Harald ; Schorcht, Gunar

  • Author_Institution
    Fac. of Comput. Sci. & Autom., Tech. Univ. Ilmenau, Germany
  • fYear
    1997
  • fDate
    19-21 Mar 1997
  • Firstpage
    139
  • Lastpage
    142
  • Abstract
    In this paper we present the results of a parallel implementation of a heart field simulation algorithm. The application of biomagnetic fields offers a wide range for using parallel algorithms. Pathological changes in the human body, especially in the heart muscle, can be diagnosed and localised by means of biomagnetic field parameters. The benefit of this diagnosis method is to fit an individual reference model of the heart field of a patient. Based on differences between the reference model and the real measured biomagnetic field parameters, the type and the position of defects in the heart can be located. The most time consuming components of the whole algorithm are the matrix computations, especially the matrix inversion. The matrix inversion can be implemented on a parallel distributed memory system. In this paper we discuss the routing, the parallel matrix inversion, and the speed up for different network topologies that depends on the number of processors and different problem sizes
  • Keywords
    biomagnetism; magnetocardiography; matrix inversion; medical computing; parallel algorithms; biomagnetic fields; distributed memory system; matrix inversion; parallel algorithms; parallel matrix computations; parallel matrix inversion; simulation algorithm; Biological system modeling; Biomagnetics; Computational modeling; Computer applications; Concurrent computing; Heart; Humans; Muscles; Parallel algorithms; Pathology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advances in Parallel and Distributed Computing, 1997. Proceedings
  • Conference_Location
    Shanghai
  • Print_ISBN
    0-8186-7876-3
  • Type

    conf

  • DOI
    10.1109/APDC.1997.574024
  • Filename
    574024