Literature DB >> 22254901

ECG baseline wander correction by mean-median filter and discrete wavelet transform.

Weituo Hao1, Yu Chen, Yi Xin.   

Abstract

Electrocardiographic (ECG) analysis plays an important role in diagnosis of heart diseases. High quality ECG pushes forward new drug development and improves clinical diagnosis. This paper introduces a novel method to correct baseline wander (BW) components of ECG signals based on Mean-Median (MEM) filter and discrete wavelet transform (DWT). We obtain the BW estimation via MEM, and decompose the estimation into different scales by DWT. Then, an iterative sifting process based on t-test is adopted to select the scales to reconstruct the refined BW components. The proposed method is applied to MIT-BIH Arrhythmia Database. The experimental results verify that the proposed method can effectively remove BW components and preserve useful waveform information.

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Year:  2011        PMID: 22254901     DOI: 10.1109/IEMBS.2011.6090744

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  6 in total

1.  ECG artefact identification and removal in mHealth systems for continuous patient monitoring.

Authors:  Syed Anas Imtiaz; James Mardell; Siavash Saremi-Yarahmadi; Esther Rodriguez-Villegas
Journal:  Healthc Technol Lett       Date:  2016-09-15

2.  Printed and Flexible ECG Electrodes Attached to the Steering Wheel for Continuous Health Monitoring during Driving.

Authors:  Joana M Warnecke; Nagarajan Ganapathy; Eugen Koch; Andreas Dietzel; Maximilian Flormann; Roman Henze; Thomas M Deserno
Journal:  Sensors (Basel)       Date:  2022-05-31       Impact factor: 3.847

3.  Fast time-varying linear filters for suppression of baseline drift in electrocardiographic signals.

Authors:  Jiří Kozumplík; Ivo Provazník
Journal:  Biomed Eng Online       Date:  2017-02-07       Impact factor: 2.819

4.  Adaptive Motion Artifact Reduction in Wearable ECG Measurements Using Impedance Pneumography Signal.

Authors:  Xiang An; Yanzhong Liu; Yixin Zhao; Sichao Lu; George K Stylios; Qiang Liu
Journal:  Sensors (Basel)       Date:  2022-07-23       Impact factor: 3.847

5.  Comparison of Motion Artefact Reduction Methods and the Implementation of Adaptive Motion Artefact Reduction in Wearable Electrocardiogram Monitoring.

Authors:  Xiang An; George K Stylios
Journal:  Sensors (Basel)       Date:  2020-03-07       Impact factor: 3.576

6.  ECG Data Analysis with Denoising Approach and Customized CNNs.

Authors:  Abhinav Mishra; Ganapathiraju Dharahas; Shilpa Gite; Ketan Kotecha; Deepika Koundal; Atef Zaguia; Manjit Kaur; Heung-No Lee
Journal:  Sensors (Basel)       Date:  2022-03-01       Impact factor: 3.576

  6 in total

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