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Quick QRS Complex Detection for On-Line ECG and Holter Systems

机译:在线心电图和动态心电图系统的快速QRS复杂检测

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This paper presents a new QRS complex detection algorithm that can be applied in various on-line ECG processing systems. The algorithm is performed in two steps: first a wavelet transform filtering is applied to the signal, then QRS complex localization is performed using a maximum detection and peak classification algorithm. The algorithm has been tested in two phases. First the QRS detection in ECG registrations from the MIT-BIH database has been performed, which led to an average detection ratio of 99.5%. Then, the algorithm has been implemented into a microcontroller-driven portable Holter device
机译:本文提出了一种新的QRS复杂检测算法,该算法可应用于各种在线ECG处理系统。该算法分两个步骤执行:首先对信号应用小波变换滤波,然后使用最大检测和峰值分类算法执行QRS复数定位。该算法已分两个阶段进行了测试。首先,已经执行了来自MIT-BIH数据库的ECG注册中的QRS检测,这导致平均检测率为99.5%。然后,该算法已实现到微控制器驱动的便携式Holter设备中

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