Robust artefact detection in long-term ECG recordings based on autocorrelation function similarity and percentile analysis

@article{Varon2012RobustAD,
  title={Robust artefact detection in long-term ECG recordings based on autocorrelation function similarity and percentile analysis},
  author={Carolina Varon and Dries Testelmans and Bertien Buyse and Johan A. K. Suykens and Sabine Van Huffel},
  journal={2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society},
  year={2012},
  pages={3151-3154}
}
Artefacts can pose a big problem in the analysis of electrocardiogram (ECG) signals. Even though methods exist to reduce the influence of these contaminants, they are not always robust. In this work a new algorithm based on easy-to-implement tools such as autocorrelation functions, graph theory and percentile analysis is proposed. This new methodology successfully detects corrupted segments in the signal, and it can be applied to real-life problems such as for example to sleep apnea… CONTINUE READING
1
Twitter Mention

Citations

Publications citing this paper.
SHOWING 1-10 OF 10 CITATIONS

ECG artefact detection using ensemble decision trees

VIEW 5 EXCERPTS
CITES METHODS, BACKGROUND & RESULTS
HIGHLY INFLUENCED

An Investigation of Dynamic Features Influence in ECG-Apnea Using Detrended Fluctuation Analysis

  • 2018 International Conference on Intelligent Autonomous Systems (ICoIAS)
  • 2018
VIEW 1 EXCERPT
CITES BACKGROUND

Wireless Gas Leak Detection and Localization

  • IEEE Transactions on Industrial Informatics
  • 2016
VIEW 2 EXCERPTS
CITES METHODS

Sleep apnea classification using least-squares support vector machines on single lead ECG

  • 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
  • 2013
VIEW 1 EXCERPT
CITES METHODS

References

Publications referenced by this paper.
SHOWING 1-10 OF 21 REFERENCES

Apnea MedAssist: Real-time Sleep Apnea Monitor Using Single-Lead ECG

  • IEEE Transactions on Information Technology in Biomedicine
  • 2011
VIEW 1 EXCERPT

Multiway Spectral Clustering with Out-of-Sample Extensions through Weighted Kernel PCA

  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • 2010
VIEW 3 EXCERPTS

Shape-based Matching of ECG Recordings

  • 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
  • 2007
VIEW 1 EXCERPT

Similar Papers

Loading similar papers…