Removal of Cardiac Beat Artifact in Esophageal Pressure Measurement via a Modified Adaptive Noise Cancellation Scheme

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作者
Yi-Ping Cheng
Huey-Dong Wu
Gwo-Jen Jan
Cheng-Yi Wang
机构
[1] National Taiwan University,Department of Electrical Engineering
[2] National Taiwan University Hospital,Department of Diagno
[3] National Taiwan University,therapeutics
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关键词
Modified adaptive noise cancellation (MANC); Least mean square (LMS); Esophageal pressure (; ); Airway resistance (; );
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摘要
Information on volume–pressure relationships of human lungs is usually based on indirect determination of intrapleural pressure (Pip) obtained from the esophagus. Unfortunately, cardiac beat artifact frequently corrupts measurement of esophageal pressure (Pes). In this study, we presented a modified adaptive noise cancellation (MANC) scheme for removing the cardiac beat artifact in the Pes signal. The proposed methodology used an airflow signal as the reference signal with least-mean-square method as the adaptive algorithm. The results of six experiments on two Brown–Norway rats showed a significant reduction of the apparent cardiac pulsation with minimal distortion of the Pes signal. The MANC filter also showed evidence of peak suppression at integer multiples of heart rate in the fast Fourier transform of the Pes signal while leaving the remaining spectrum largely unperturbed. A t-test method and the ratio of standard deviation to mean (std/mean) statistics of airway resistance (Raw) values were used to evaluate the performance of the MANC filter. In all six experiments, a reduction of std/mean of Raw by 12.5%–68% was obtained, indicating the effectiveness of the proposed scheme. © 2001 Biomedical Engineering Society.
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页码:236 / 243
页数:7
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