Utomo Trio Pambudi, Nuryani Nuryani, Nugroho Anto Satriyo
MSc, Department of Physics, Graduate Program, University Sebelas Maret Jl. Ir. Sutami 36A Kentingan Jebres Surakarta 57126, Indonesia.
PhD, Department of Physics, University Sebelas Maret Jl. Ir. Sutami 36A Kentingan Jebres Surakarta 57126, Indonesia.
J Biomed Phys Eng. 2021 Oct 1;11(5):641-652. doi: 10.31661/jbpe.v0i0.1912-1017. eCollection 2021 Oct.
QT-interval prolongation is an important parameter for heart arrhythmia diagnosis. It is the time interval from QRS-onset to the T-end of electrocardiogram (ECG). Manual measurement of QT-interval, especially for 12-leads ECG, is time-consuming. Hence, an automatic QT-interval measurement is necessary. A new method for automatic QT-interval measurement is presented in this paper, which mainly consists of three parts, including QRS-complex detection, determination of QRS-onset, and T-end determination. The QRS-complex detection is based on the modified Pan-Tompkins algorithm. The T-end is defined based on Region of Interest (ROI) maximum limit. We compare and test our proposed QT-interval measurement method with reference measurement in term of correlation coefficient and range of 95% LoA. The correlation coefficient and the range of 95% LoA are 0.575 and 0.290, respectively. The proposed method is successfully implemented in ECG monitoring system using smartphone with high performance. The accuracy, positive predictive, and sensitivity of the QRS-complex detection in the system are 99.70%, 99.78%, and 99.92%, respectively. The range of 95% LoA for the comparison between manual and the system's QT-interval measurement is 0.216. The results show that the proposed method is dependable on the measure of the QT-interval and outperforms the other methods in term of correlation coefficient and range of 95% LoA.
QT间期延长是心律失常诊断的一个重要参数。它是心电图(ECG)从QRS波起始到T波结束的时间间隔。手动测量QT间期,尤其是对于12导联心电图,非常耗时。因此,自动测量QT间期是必要的。本文提出了一种自动测量QT间期的新方法,该方法主要由三部分组成,包括QRS波群检测、QRS波起始点确定和T波终点确定。QRS波群检测基于改进的Pan-Tompkins算法。T波终点基于感兴趣区域(ROI)最大限值来定义。我们将提出的QT间期测量方法与参考测量方法在相关系数和95%一致性界限(LoA)范围内进行比较和测试。相关系数和95% LoA范围分别为0.575和0.290。所提出的方法在高性能智能手机的心电图监测系统中成功实现。该系统中QRS波群检测的准确率、阳性预测值和灵敏度分别为99.70%、99.78%和99.92%。手动测量与系统QT间期测量之间比较的95% LoA范围为0.216。结果表明,所提出的方法在QT间期测量方面是可靠的,并且在相关系数和95% LoA范围方面优于其他方法。