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Reducing Error in ECG Forward Simulations With Improved Source Sampling

机译:通过改进的源采样减少ECG前向仿​​真中的误差

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摘要

A continuing challenge in validating electrocardiographic imaging (ECGI) is the persistent error in the associated forward problem observed in experimental studies. One possible cause of this error is insufficient representation of the cardiac sources; cardiac source measurements often sample only the ventricular epicardium, ignoring the endocardium and the atria. We hypothesize that measurements that completely cover the pericardial surface are required for accurate forward solutions. In this study, we used simulated and measured cardiac potentials to test the effect of different levels of spatial source sampling on the forward simulation. Not surprisingly, increasing the source sampling over the atria reduced the average error of the forward simulations, but some sampling strategies were more effective than others. Uniform and random distributions of samples across the atrial surface were the most efficient strategies in terms of lowest error with the fewest sampling locations, whereas “single direction” strategies, i.e., adding to the atrioventricular (AV) plane or atrial roof only, were the least efficient. Complete sampling of the atria is needed to eliminate errors from missing cardiac sources, but while high density sampling that covers the entire atria yields the best results, adding as few as 11 electrodes on the atria can significantly reduce these errors. Future validation studies of the ECG forward simulations should use a cardiac source sampling that takes these considerations into account, which will, in turn, improve validation and understanding of ECGI.
机译:验证心电图成像(ECGI)的持续挑战是在实验研究中观察到的相关正向问题中的持续错误。导致此错误的一种可能原因是心脏源的显示不充分。心脏源测量通常仅对心室心外膜取样,而忽略心内膜和心房。我们假设精确的正向解决方案需要完全覆盖心包表面的测量。在这项研究中,我们使用模拟和测量的心脏电势来测试不同水平空间源采样对正向模拟的影响。毫不奇怪,增加心房上的源采样可以减少正向模拟的平均误差,但是某些采样策略比其他策略更有效。就最小误差和最少采样位置而言,样品在心房表面的均匀和随机分布是最有效的策略,而“单向”策略(即仅添加到房室(AV)平面或心房顶)是最有效的策略。效率最低。需要对心房进行完整采样以消除缺少的心脏源造成的误差,但是,覆盖整个心房的高密度采样会产生最佳结果,而在心房上添加少至11个电极可以显着减少这些误差。未来对ECG正向模拟的验证研究应使用心脏源采样,其中应考虑这些因素,从而反过来可以提高对ECGI的验证和理解。

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