医疗遥测系统的心电数据简化方法。

M. Kyoso, A. Uchiyama
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引用次数: 4

摘要

在目前的医疗实践中,所有用于监测心电的发射机都连续发送数据。如果传输可以仅限于需要技术人员注意的心电数据,那么干扰和功耗的可能性将大大降低。本文提出了一种新的心电遥测系统。发射机有一个简单的心电分析仪,只有在检测到异常波形时才传输数据。作为该系统的一部分,我们提出了一种简单的检测异常心电图的算法。该算法由基线漂移消除器(利用移动平均计算)、波形检测器(使用改进的二阶导数)和心电分析仪组成。为了验证该算法的有效性和可行性,进行了计算机模拟(使用MIT-BIH心电数据库)和实验(使用基于微处理器的硬件)。仿真结果表明,该算法具有良好的检测性能和数据压缩性能。实验结果表明,该算法甚至可以在有限尺寸或有限功耗的基于微处理器的硬件上使用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ECG data reduction method for medical telemetry systems.
In current medical practice, all transmitters used for monitoring an ECG send data continuously. If transmission could be limited to only the ECG data that requires the attention of a technician, the likelihood of interference and power consumption would be reduced considerably. In this paper, we propose a new ECG telemetry system. The transmitter has a simple ECG analyzer and it only transmits data when abnormal waveforms are detected. As part of this system, we propose a simple algorithm to detect an abnormal ECG. The algorithm is composed of a baseline drift canceller (utilizing a moving average calculation), a waveform detector (using a modified second order derivative) and an ECG analyzer. In order to test the effectiveness and feasibility of the algorithm, computer simulations (with a MIT-BIH ECG database) and experiments (with microprocessor-based hardware) were performed. The results of the simulations show that the detection performance and data compression performance of the algorithm are adequate. The results of the experiment show that the algorithm even performs adequately when used with microprocessor-based hardware that is of limited size or limited power consumption.
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