On ECG Signal Compression With 1-D Multiscale Recurrent Patterns Allied to Preprocessing Techniques

Filho, E.B.L.; Rodrigues, N.M.M.; Silva, E.A.B. da; Carvalho, M.B. de; Faria, S.M.M. de; Silva, V.M.M. da; M. M. Rodrigues, Nuno; Faria, Sergio

http://hdl.handle.net/10400.8/12801

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On ECG signal compression with 1-D multiscale recurrent patterns allied to preprocessing techniques.pdf	This paper presents the results of a multiscale pattern-matching-based ECG encoder, which employs simple preprocessing techniques for adapting the input signal. Experiments carried out with records from the Massachusetts Institute of Technology-Beth Israel Hospital database show that the proposed scheme is effective, outperforming some state-of-the-art schemes described in the literature.	194.28 KB	Adobe PDF	Download

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Authors

M. M. Rodrigues, Nuno

Faria, Sergio

Abstract(s)

This paper presents the results of a multiscale pattern-matching-based ECG encoder, which employs simple preprocessing techniques for adapting the input signal. Experiments carried out with records from the Massachusetts Institute of Technology-Beth Israel Hospital database show that the proposed scheme is effective, outperforming some state-of-the-art schemes described in the literature.

Keywords

Data compression ECG Preprocessing Recurrent patterns

URI

http://hdl.handle.net/10400.8/12801

Citation

E. B. L. Filho, N. M. M. Rodrigues, E. A. B. da Silva, M. B. de Carvalho, S. M. M. de Faria and V. M. M. da Silva, "On ECG Signal Compression With 1-D Multiscale Recurrent Patterns Allied to Preprocessing Techniques," in IEEE Transactions on Biomedical Engineering, vol. 56, no. 3, pp. 896-900, March 2009, doi: https://doi.org/10.1109/TBME.2008.2005939.