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Algorithmic detection of the beginning and end of bipolar electrograms: Implications for novel methods to assess local activation time during atrial tachycardia

机译:双极电描记图的开始和结束的算法检测:对评估房性心动过速期间局部激活时间的新方法的意义

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Activation mapping is required to effectively ablate atrial tachycardia (AT). Conventional tools to assess local activation time (LAT) are based upon the peak of the bipolar electrogram (B-EGM, LAT_(Peak)) and the maximal negative slope of the unipolar electrogram (U-EGM, LAT_(Slope)). Bipolar electrograms are influenced by wavefront direction, bipole orientation, and inter-electrode spacing causing ambiguity in peak detection, whereas unipolar electrograms are disturbed by the presence of far-field signals. We developed a new algorithm to detect the beginning and end of bipolar electrograms (t_(begin) and t_(end))- Then, we introduced new LAT methods related to the onset of B-EGMs (LAT_(Onset)). the center of mass of B-EGMs (LAT_(CoM)), and the slope of U-EGMs within a pre-defined window (LAT_(Slope-hybnd)).In total 3752 recordings from 31 AT patients were retrospectively analyzed. The signal-to-noise ratio (SNR) for B-EGMs was calculated to differentiate algorithmically high from low quality electrograms (HQ and LQ). In a subset of 328 B-EGMs, five experts validated the r_(begin) as determined by the algorithm by visual rating. The newly developed LAT methods were compared to the conventional LAT methods and to one another (Bland-Altman plots) in both HQ (n = 3003) and LQ EGMs (n = 749). The t_(begin) algorithm was accurate (deviation < ±10 ms) in 96 ± 4% of HQ and 91 ± 8% of LQ B-EGMs. BA plots revealed the following difference (bias) and variation in HQ and LQ EGMs respectively: (1) LAT_(Onset) vs. LAT_(Peak): 27±30 ms and 24±62 ms; (2) LAT_(CoM) vs. LAT_(Peak): 0±16ms and 2 ±38 ms; (3) LAT_(Slope-hybrid) vs. LAT_(Slope): 1±32 ms and 15± 110 ms; (4) LAT_(Onset) vs. LAT_(CoM): 22±24 ms and 18±22 ms; (5) LAT_(Onset) vs. LAT_(Slope-hybrid): 16 ± 18 ms and 13 ±22 ms; and (6) LAT_(CoM) vs. LAT_(Slope-hybrid): 5 ±20 ms and 4± 18 ms. In the present study, we introduced three new methods to assess local activation time in AT, based upon an algorithm detecting accurately the beginning and end of the B-EGM complex. BA analysis of the new methods showed similar variation in high and low quality EGMs, suggesting that they introduce less ambiguity than the conventional peak method. LAT_(Onset) consistently yielded an earlier activation moment. LAT_(Slope-hybrid) - by blanking far-field potentials - seems to be the optimal method for detection of the maximal negative slope in U-EGMs. Interestingly, LAT_(CoM) in B-EGMs coincided with the maximal negative slope in U-EGMs, suggesting its physiological sense and future use. The new LAT methods can be implemented in real-time mapping applications.
机译:需要激活映射才能有效消融房性心动过速(AT)。评估局部激活时间(LAT)的常规工具是基于双极电描记图的峰值(B-EGM,LAT_(Peak))和单极电描记图的最大负斜率(U-EGM,LAT_(Slope))。双极电描记图受到波前方向,双极方位和电极间间距的影响,从而导致峰值检测中的歧义,而单极电描记图受到远场信号的干扰。我们开发了一种新的算法来检测双极电描记图的开始和结束(t_(开始)和t_(结束))-然后,我们引入了与B-EGM发作有关的新LAT方法(LAT_(Onset))。 B-EGMs的质心(LAT_(CoM))和U-EGMs在预定义窗口内的斜率(LAT_(Slope-hybnd))。回顾性分析了31位AT患者的3752条记录。计算B-EGM的信噪比(SNR),以从算法上区分高品质电图和低质量电图(HQ和LQ)。在328个B-EGM的子集中,五名专家通过视觉评估验证了算法确定的r_(begin)。将新开发的LAT方法与常规LAT方法进行了比较,并在总部(n = 3003)和LQ EGM(n = 749)中相互比较(Bland-Altman图)。 t_(begin)算法在96±4%的HQ和91±8%的LQ B-EGM中是准确的(偏差<±10 ms)。 BA曲线分别显示了HQ和LQ EGM的以下差异(偏差)和变化:(1)LAT_(开始)与LAT_(峰值):27±30 ms和24±62 ms; (2)LAT_(CoM)与LAT_(Peak):0±16ms和2±38 ms; (3)LAT_(斜率)vs.LAT_(斜率):1±32 ms和15±110 ms; (4)LAT_(起始)vs.LAT_(CoM):22±24 ms和18±22 ms; (5)LAT_(起始)vs.LAT_(斜率混合):16±18 ms和13±22 ms; (6)LAT_(CoM)与LAT_(Slope-hybrid):5±20毫秒和4±18毫秒。在本研究中,我们基于一种精确检测B-EGM复合体开始和结束的算法,引入了三种评估AT中局部激活时间的新方法。新方法的BA分析显示,高品质和低品质EGM的变化相似,这表明它们比常规峰方法引入的模糊度更低。 LAT_(Onset)始终产生更早的激活时刻。通过消除远场电势,LAT_(Slope-hybrid)似乎是检测U-EGM中最大负斜率的最佳方法。有趣的是,B-EGM中的LAT_(CoM)与U-EGM中的最大负斜率重合,表明其生理意义和未来用途。新的LAT方法可以在实时地图绘制应用程序中实现。

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