Institute of Measurement Science, Slovak Academy of Sciences, Bratislava, Slovakia.
School of Computer Science, University of Birmingham, Birmingham, United Kingdom.
Comput Biol Med. 2024 Dec;183:109264. doi: 10.1016/j.compbiomed.2024.109264. Epub 2024 Oct 12.
The inverse problem of electrocardiography describes non-invasively the electrical activity of the heart using potential recordings from tens to hundreds of torso electrodes. Regrettably, the use of numerous electrodes poses a challenge to its integration into routine clinical practice.
Optimal electrode placements, ranging from 8 to 112 electrodes, were derived from the singular values of the transfer matrices computed for all feasible positions of a single dipole cardiac source across 12 patients with unique geometrical characteristics from the Bratislava dataset. The transfer matrices were computed using the boundary element method. Subsequently, these optimal electrode placements were used to compute the inverse solution for localizing the origin of premature ventricular contraction (PVC) with a single dipole cardiac source. The localization error (LE) was computed as the Euclidean distance between the true PVC origin, obtained through an invasive radiofrequency ablation, and the inverse solution. This enabled a direct comparison of LE computed for each optimal electrode placement with that from the full 128-electrode set.
Results showed that subsets of electrodes, particularly 32 to 112, provided comparable localization accuracy (LE of 30.5 ± 15.0 mm and 26.8 ± 12.6 mm) to the full 128-electrode set (LE of 27.2 ± 11.5 mm). High errors were observed with 8 and 16-electrode placements (LE of 48.6 ± 21.3 mm and 41.0 ± 18.3 mm).
Precise PVC localization can be achieved using strategically positioned subsets of electrodes, offering advantages in reduced preparation time, enhanced patient comfort, and improved cost-effectiveness of body surface potential mapping.
心电图逆问题通过从数十到数百个体表电极记录的潜在记录来无创地描述心脏的电活动。遗憾的是,大量电极的使用给其整合到常规临床实践中带来了挑战。
从单个心脏源在 12 名具有独特几何特征的患者的所有可能位置的传递矩阵的奇异值中推导出了从 8 到 112 个电极的最佳电极放置位置,传递矩阵是使用边界元法计算的。随后,使用这些最佳电极放置位置计算了具有单个心脏源的过早收缩(PVC)起源的逆解,以定位起源。定位误差(LE)是通过侵入性射频消融获得的真实 PVC 起源与逆解之间的欧几里得距离来计算的。这使得可以直接比较为每个最佳电极放置计算的 LE 与从完整的 128 电极组计算的 LE。
结果表明,子集电极,特别是 32 到 112 个电极,提供了与完整的 128 电极组相当的定位准确性(LE 为 30.5 ± 15.0mm 和 26.8 ± 12.6mm)。观察到 8 和 16 电极放置的高误差(LE 为 48.6 ± 21.3mm 和 41.0 ± 18.3mm)。
可以使用策略性放置的电极子集来实现精确的 PVC 定位,这在减少准备时间、提高患者舒适度和提高体表电位映射的成本效益方面具有优势。