Ricke Anthony D, Swiryn Steven, Sahakian Alan V, Petrutiu Simona, Young Brian, Rowlandson Gordan I
GE Healthcare, Milwaukee, WI, USA.
J Electrocardiol. 2008 Nov-Dec;41(6):526-30. doi: 10.1016/j.jelectrocard.2008.06.023. Epub 2008 Sep 19.
Recording and displaying outputs from electronic pacemakers with electrocardiogram (ECG) recorders typically used in clinical practice have presented a number of technical limitations. We have recently reported on a new high-bandwidth ECG system and have shown that it is capable of reproducing accurate pulse amplitudes and durations from the body surface. In the present work, we have used our data to calculate a transform function between the programmed pacemaker output voltage and the amplitude on the body surface.
We recorded 3 high-bandwidth (75,000 samples per second) ECGs from each of 100 pacemaker patients at 3 different programmed outputs. Each pacemaker pulse was isolated using the criterion standard annotations, and the pulses were transformed from the 8 independent leads to an XYZ vector using the Dower transform. The magnitude of the vector was calculated. Linear regression techniques were used to learn a transfer function over the records of the first 50 patients. These results were tested against the second 50 patients.
The measured pacemaker pulse vector magnitude has a linear relationship to the programmed pacemaker amplitude on a per-patient basis for most of the patients in the training database. The linear transform models were tested against the testing set with an R(2) metric of 0.38 for the atrial pulses and 0.54 for the right ventricular pulses.
Understanding the relationship between the generated pacemaker pulses and the measurements at the body surface will help drive specifications for pacemaker pulse detection among the various device manufactures.
在临床实践中,使用心电图(ECG)记录仪记录和显示电子起搏器的输出存在一些技术限制。我们最近报道了一种新的高带宽ECG系统,并表明它能够从体表再现准确的脉冲幅度和持续时间。在本研究中,我们利用我们的数据计算了程控起搏器输出电压与体表幅度之间的传递函数。
我们在3种不同的程控输出下,从100名起搏器患者中的每一位记录了3份高带宽(每秒75,000个样本)的心电图。使用标准标准注释分离每个起搏器脉冲,并使用道尔变换将脉冲从8个独立导联转换为XYZ向量。计算向量的大小。使用线性回归技术在前50名患者的记录上学习传递函数。这些结果在另外50名患者上进行了测试。
在训练数据库中的大多数患者中,测量到的起搏器脉冲向量大小与每位患者的程控起搏器幅度呈线性关系。线性变换模型在测试集上进行了测试,心房脉冲的R(2)指标为0.38,右心室脉冲的R(2)指标为0.54。
了解所产生的起搏器脉冲与体表测量之间的关系将有助于推动各设备制造商之间起搏器脉冲检测的规范制定。