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
fDate :
4/1/1997 12:00:00 AM
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;
Journal_Title :
Biomedical Engineering, IEEE Transactions on