• DocumentCode
    1376299
  • Title

    Electrical defibrillation optimization: an automated, iterative parallel finite-element approach

  • Author

    Hutchinson, Scott A. ; Ng, Kwong T. ; Shadid, John N. ; Nadeem, Ahmed

  • Author_Institution
    Dept. of Parallel Comput. Sci., Sandia Nat. Labs., Albuquerque, NM, USA
  • Volume
    44
  • Issue
    4
  • fYear
    1997
  • fDate
    4/1/1997 12:00:00 AM
  • Firstpage
    278
  • Lastpage
    289
  • Abstract
    To date, optimization of electrode systems for electrical defibrillation has been limited to hand-selected electrode configurations. Here, the authors present an automated approach which combines detailed, three-dimensional (3-D) finite-element torso models with optimization techniques to provide a flexible analysis and design tool for electrical defibrillation optimization. Specifically, a parallel direct search (PDS) optimization technique is used with a representative objective function to find an electrode configuration which corresponds to the satisfaction of a postulated defibrillation criterion with a minimum amount of power and a low possibility of myocardium damage. For adequate representation of the thoracic inhomogeneities, 3-D finite-element torso models are used in the objective function computations. The CPU-intensive finite-element calculations required for the objective function evaluation have been implemented on a message-passing parallel computer in order to complete the optimization calculations in a timely manner. To illustrate the optimization procedure, it has been applied to a representative electrode configuration for transmyocardial defibrillation, namely the subcutaneous patch-right ventricular catheter (SP-RVC) system. Sensitivity of the optimal solutions to various tissue conductivities has been studied. Results for the optimization of defibrillation systems are presented which demonstrate the feasibility of the approach.
  • Keywords
    defibrillators; finite element analysis; iterative methods; medical computing; optimisation; physiological models; CPU-intensive finite-element calculations; automated iterative parallel finite-element approach; electrical defibrillation optimization; electrode configuration; hand-selected electrode configurations; message-passing parallel computer; myocardium damage; objective function computations; postulated defibrillation criterion; subcutaneous patch-right ventricular catheter system; thoracic inhomogeneities; three-dimensional finite-element torso models; transmyocardial defibrillation; Catheters; Concurrent computing; Conductivity; Defibrillation; Design optimization; Electrodes; Finite element methods; Iterative methods; Myocardium; Torso; Algorithms; Animals; Anisotropy; Dogs; Electric Conductivity; Electric Countershock; Electric Impedance; Electrodes; Heart; Image Processing, Computer-Assisted; Models, Cardiovascular; Muscle, Skeletal; Radiography, Thoracic; Sensitivity and Specificity;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/10.563297
  • Filename
    563297