Guo Hui, Zhao Jie, Li Fei, Li Tiantian
College of Physics and Electronics, Shandong Normal University, Jinan 250014, China.
Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2013 Feb;30(1):52-5.
This paper introduces an algorithm for detecting T wave alternans (TWA) using Poincare mapping method, which is a technique for nonlinear dynamic systems to display periodic behavior. Vector angle index (VAI) was used to determine the presence or absence of TWA. Adopting MIT/BIH Arrhythmia database and European ECG ST-T database to simulate, we used VAI via poincare mapping method for correlation analysis with Vtwa by way of the spectral method. The cross-correlation coefficient between Vtwa and VAI is gamma = 0.860 1. The algorithm can identify the absence and presence of TWA accurately and provide idea for further study of TWA.
本文介绍了一种利用庞加莱映射方法检测T波交替(TWA)的算法,庞加莱映射方法是一种用于非线性动态系统以显示周期性行为的技术。采用向量角度指数(VAI)来确定TWA的存在与否。采用麻省理工学院/波士顿儿童医院心律失常数据库和欧洲心电图ST-T数据库进行模拟,我们通过庞加莱映射方法使用VAI与通过频谱方法得到的Vtwa进行相关性分析。Vtwa与VAI之间的互相关系数为γ = 0.860 1。该算法能够准确识别TWA的有无,为TWA的进一步研究提供思路。