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

被引:4
作者
Hutchinson, SA
Ng, KT
Shadid, JN
Nadeem, A
机构
[1] SANDIA NATL LABS,PARALLEL COMPUTAT SCI DEPT,ALBUQUERQUE,NM 87185
[2] NEW MEXICO STATE UNIV,KLIPSCH SCH ELECT & COMP ENGN,LAS CRUCES,NM 88003
关键词
biomedical computing; defibrillators; distributed computing; electrodes; finite element methods; optimization methods; parallel direct search method;
D O I
10.1109/10.563297
中图分类号
R318 [生物医学工程];
学科分类号
0831 [生物医学工程];
摘要
To date, optimization of electrode systems for electrical defibrillation has been limited to hand-selected electrode configurations, In this paper we 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.
引用
收藏
页码:278 / 289
页数:12
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