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基于各向异性心脏模型生成的 BSPM 评估在心脏激活时间重建中偶极子层源模型的等效性。

Assessment of the equivalent dipole layer source model in the reconstruction of cardiac activation times on the basis of BSPMs produced by an anisotropic model of the heart.

机构信息

The Netherlands Heart Institute, Utrecht, The Netherlands.

The Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, The Netherlands.

出版信息

Med Biol Eng Comput. 2018 Jun;56(6):1013-1025. doi: 10.1007/s11517-017-1715-x. Epub 2017 Nov 13.

Abstract

Promising results have been reported in noninvasive estimation of cardiac activation times (AT) using the equivalent dipole layer (EDL) source model in combination with the boundary element method (BEM). However, the assumption of equal anisotropy ratios in the heart that underlies the EDL model does not reflect reality. In the present study, we quantify the errors of the nonlinear AT imaging based on the EDL approximation. Nine different excitation patterns (sinus rhythm and eight ectopic beats) were simulated with the monodomain model. Based on the bidomain theory, the body surface potential maps (BSPMs) were calculated for a realistic finite element volume conductor with an anisotropic heart model. For the forward calculations, three cases of bidomain conductivity tensors in the heart were considered: isotropic, equal, and unequal anisotropy ratios in the intra- and extracellular spaces. In all inverse reconstructions, the EDL model with BEM was employed: AT were estimated by solving the nonlinear optimization problem with the initial guess provided by the fastest route algorithm. Expectedly, the case of unequal anisotropy ratios resulted in larger localization errors for almost all considered activation patterns. For the sinus rhythm, all sites of early activation were correctly estimated with an optimal regularization parameter being used. For the ectopic beats, all but one foci were correctly classified to have either endo- or epicardial origin with an average localization error of 20.4 mm for unequal anisotropy ratio. The obtained results confirm validation studies and suggest that cardiac anisotropy might be neglected in clinical applications of the considered EDL-based inverse procedure.

摘要

使用等效偶极层 (EDL) 源模型结合边界元法 (BEM) 无创估计心脏激活时间 (AT) 已取得令人鼓舞的结果。然而,EDL 模型所基于的心脏各向异性比值相等的假设并不反映实际情况。在本研究中,我们定量评估了基于 EDL 逼近的非线性 AT 成像的误差。使用单域模型模拟了九种不同的激励模式(窦性节律和八种异位搏动)。基于双域理论,计算了具有各向异性心脏模型的现实有限元容积导体的体表电位图 (BSPM)。对于心脏中的双域电导率张量,在前向计算中考虑了三种情况:各向同性、各向异性比值相等和各向异性比值不相等。在所有逆重建中,均采用 EDL 模型结合 BEM:通过求解具有快速路径算法提供的初始猜测的非线性优化问题来估计 AT。可以预料的是,各向异性比值不相等的情况几乎导致所有考虑的激活模式的定位误差更大。对于窦性节律,使用最佳正则化参数可以正确估计所有早期激活部位。对于异位搏动,除一个焦点外,所有焦点都正确分类为心内膜或心外膜起源,各向异性比值不相等的平均定位误差为 20.4mm。所得结果证实了验证研究,并表明在考虑的基于 EDL 的逆过程的临床应用中可以忽略心脏各向异性。

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