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与使用数字计算机进行不适当的数据调节和采集相关的人体胃电图误判。

Misinterpretation of human electrogastrograms related to inappropriate data conditioning and acquisition using digital computers.

作者信息

Mintchev M P, Rashev P Z, Bowes K L

机构信息

Department of Electrical and Computer Engineering, University of Calgary, Alberta, Canada.

出版信息

Dig Dis Sci. 2000 Nov;45(11):2137-44. doi: 10.1023/a:1026468731662.

Abstract

Despite the fact that digital techniques for data acquisition and processing were widely used in electrogastrographic (EGG) research during the last decade, inappropriate signal conditioning and digitization are still potential pitfalls threatening the reliability of the experiments. The aim of this paper was to review: (1) the importance of the antialiasing low-pass filtering for reducing recording artifacts and interferences, (2) the advantages brought by the proper choice of filter cutoff frequency and the slope for the decrement of the minimal required sampling frequency, (3) the impact of incorrectly selected sampling frequency on data interpretations, with particular attention to the percent distribution ranges, and (4) the "leakage effect" related to the finite number of samples processed simultaneously in frequency domain representation of the recordings. A model of electrogastrographic (EGG) recording was mixed with a model of electrocardiographic (ECG) artifact. The resulting finite-duration signal was low-pass filtered and then digitized with a sampling frequency of 1 Hz. The cutoff frequency of the first-order low-pass filter was altered from 0.5 to 0.1 Hz. Amplitude frequency spectra of the digitized recordings were investigated. An example with a real human electrogastrogram in which an ECG artifact was present confirmed the simulation results. When a first-order anti-aliasing filter is utilized at least a fivefold difference between the filter cutoff frequency and the sampling frequency is recommended for compliance with the Nyquist theorem of digitization. Leakage effects associated with the finite-time duration of the recordings and the use of the discrete Fourier transform should be considered when frequency domain analysis is performed. Misinterpretation of the "bradygastric" and "tachygastric" ranges in the percent distribution of EGG frequency components is possible if inappropriate signal conditioning and digitization are employed.

摘要

尽管在过去十年中,数据采集和处理的数字技术在胃电图(EGG)研究中得到了广泛应用,但不适当的信号调理和数字化仍然是威胁实验可靠性的潜在陷阱。本文的目的是回顾:(1)抗混叠低通滤波对于减少记录伪影和干扰的重要性;(2)适当选择滤波器截止频率和斜率以降低最小所需采样频率所带来的优势;(3)错误选择采样频率对数据解释的影响,尤其关注百分比分布范围;(4)与记录频域表示中同时处理的有限样本数量相关的“泄漏效应”。将胃电图(EGG)记录模型与心电图(ECG)伪影模型混合。对得到的有限时长信号进行低通滤波,然后以1Hz的采样频率进行数字化。将一阶低通滤波器的截止频率从0.5Hz改变到0.1Hz。研究数字化记录的幅度频谱。一个存在ECG伪影的真实人体胃电图示例证实了模拟结果。当使用一阶抗混叠滤波器时,为符合数字化的奈奎斯特定理,建议滤波器截止频率与采样频率之间至少有五倍的差异。在进行频域分析时,应考虑与记录的有限时长和离散傅里叶变换的使用相关的泄漏效应。如果采用不适当的信号调理和数字化,可能会对EGG频率成分百分比分布中的“胃动过缓”和“胃动过速”范围产生错误解读。

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