体表心电图中T波交替现象的检测  被引量:1

Detection of T-Wave Alternans in Body Surface ECG

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作  者:许菲[1,2] 滕炯华[1] 张泾周[1] 

机构地区:[1]西北工业大学自动化学院,西安710072 [2]西安近代化学研究所,西安710065

出  处:《北京生物医学工程》2011年第4期387-391,共5页Beijing Biomedical Engineering

摘  要:T波交替(T-wave alternans,TWA)的检测对于预测室性心律失常有重要意义。本文首先利用基于经验模态分解(empiricalmode decomposition,EMD)的降噪方法进行心电信号的降噪,然后采用小波变换进行心电信号特征点的识别,最后给出以T波峰值点为参考点提取T波窗口的方法。通过对连续的128个T波窗口进行功率谱分析证实,上述方法实现了微伏级TWA的检测,可用于TWA的临床诊断。Detection of T-wave alternans (TWA) is of great significance for prediction of malignant ventricular arrhythmias. Firstly, empirical mode decomposition (EMD)-based denoising method was used to reduce noises and interference from body surface ECG. Then recognition of ECG characteristic points was achieved using wavelet transform,and finally a method of extracting T-wave windows around the T-wave peaks was advanced. By analyzing the power spectrums of 128 consequent T-wave windows, it is indicated that the proposed method achieved the detection of microvolt TWA,and it can be applied to clinical diagnosis of TWA.

关 键 词:T波交替 经验模态分解 T波窗口的提取 功率谱 

分 类 号:R318.04[医药卫生—生物医学工程]

 

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