Title :
Parallel processing approach for finite difference modelling of human thorax as a volume conductor
Author :
Hyttinen, Jari ; Arthur, R. Martin ; Kauppinen, Pasi ; Malmivuo, Jaakko
Author_Institution :
Ragnar Granit Inst., Tampere Univ. of Technol., Finland
fDate :
30 Oct-2 Nov 1997
Abstract :
The finite difference element method (FDM) provides a straightforward and easy way to construct and solve accurate, patient-tailored models of the human thorax as a volume conductor. However, the usability of the method is decreased by a computationally slow iterative method to solve the source-field problem. Here, the authors present a method to implement FDM thorax model into a MASPAR massively parallel array processor. FDM elements are based on a rectangular grid that is used throughout the volume. This grid was mapped directly into the parallel processing array in such a way that each processor acts as a computational element. The stack of elements at a particular. FDM grid position in all slices were loaded into the memory of a processor at the same grid point in the processor array. Thus the iterative process was mapped from the single-element mode of the conventional computers into a single-slice mode. Each slice can have 16000 elements, which are solved simultaneously, decreasing the calculation time accordingly. The array processor will be used to obtain solutions for a very accurate thorax model featuring the anatomy of the Visible Human Man
Keywords :
bioelectric phenomena; digital simulation; finite difference methods; iterative methods; medical computing; parallel processing; physiological models; Visible Human Man; accurate patient-tailored models; computationally slow iterative method; finite difference modelling; grid point; human body electrical properties; human thorax; parallel processing approach; processor array; single-element mode; single-slice mode; source-field problem; volume conductor; Anatomy; Concurrent computing; Conductors; Finite difference methods; Grid computing; Humans; Iterative methods; Parallel processing; Thorax; Usability;
Conference_Titel :
Engineering in Medicine and Biology Society, 1997. Proceedings of the 19th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
Print_ISBN :
0-7803-4262-3
DOI :
10.1109/IEMBS.1997.756822