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心脏刚性运动对心电图成像准确性的影响。

Impact of rigid cardiac motion on the accuracy of electrocardiographic imaging.

作者信息

Zhang Xiafeng, Chen Kaiyu, Wang Yucheng, Li Wei, Wei Tingcun, Wang Shaoxi

机构信息

School of Microelectronics, Northwestern Polytechnical University, Xi'an, China.

出版信息

Front Physiol. 2025 May 15;16:1560527. doi: 10.3389/fphys.2025.1560527. eCollection 2025.

Abstract

INTRODUCTION

Electrocardiographic Imaging (ECGI) offers a non-invasive approach to reconstruct cardiac electrical activity. However, the inverse problem of ECGI is highly ill-conditioned, making it sensitive to errors. In practice, rigid displacements of the heart during beating introduce geometric errors into the ECGI problem. This study aims to investigate the impact of cardiac rigid motion on the accuracy of ECGI.

METHODS

We employed the Boundary Element Method (BEM) to solve the forward problem and the Tikhonov method to address the inverse problem. We utilized a dataset from the CRVTI/SCI Institute, which involves Langendorff-perfused dog hearts suspended in a torso-shaped tank. Based on clinical experience, six different types of cardiac movement patterns, including translations and rotations, were designed to assess the impact of various displacements on the accuracy of the ECGI solution.

RESULTS

Our study found that among the translational and rotational movements of the heart, rotational motion should be prioritized for attention, as it caused significantly stronger changes in ECGI correlation coefficient (CC) and relative error (RE) than translational motion. Among the translations along the coordinate axes, movement along the y-axis (anterior-posterior movement within the chest cavity) had the least impact. For rotational movements, rolling had the least impact, yaw had moderate impact, and pitch had the greatest impact.

CONCLUSION

The inverse solution of ECGI demonstrates a certain robustness to changes in heart position, with CC changes of less than 2% for 10 mm displacements and less than 5% for 10° rotations. This suggests that ECGI changes due to cardiac geometric motion can be disregarded within a certain range.

摘要

引言

心电图成像(ECGI)提供了一种重建心脏电活动的非侵入性方法。然而,ECGI的逆问题是高度病态的,使其对误差敏感。在实际应用中,心脏跳动过程中的刚性位移会将几何误差引入到ECGI问题中。本研究旨在探讨心脏刚性运动对ECGI准确性的影响。

方法

我们采用边界元法(BEM)来解决正向问题,并采用蒂霍诺夫方法来解决逆问题。我们利用了CRVTI/SCI研究所的一个数据集,该数据集涉及悬浮在躯干形状水箱中的兰根多夫灌注犬心脏。根据临床经验,设计了六种不同类型的心脏运动模式,包括平移和旋转,以评估各种位移对ECGI解准确性的影响。

结果

我们的研究发现,在心脏的平移和旋转运动中,应优先关注旋转运动,因为它导致的ECGI相关系数(CC)和相对误差(RE)变化比平移运动显著更强。在沿坐标轴的平移中,沿y轴(胸腔内前后运动)的运动影响最小。对于旋转运动,滚动影响最小,偏航影响适中,俯仰影响最大。

结论

ECGI的逆解对心脏位置的变化表现出一定的稳健性,对于10mm的位移,CC变化小于2%,对于10°的旋转,CC变化小于5%。这表明在一定范围内,由于心脏几何运动引起的ECGI变化可以忽略不计。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/91e9/12119561/a3b81454f536/fphys-16-1560527-g001.jpg

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