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

Author

Filho, Eddie B L ; Rodrigues, Nuno M M ; da Silva, E.A.B. ; De Carvalho, Murilo B. ; De Faria, Sérgio M M ; da Silva, Eduardo A B

Author_Institution

Centro de Cienc., Tecnol. e Inovacao do Polo Ind. de Manaus, Manaus

Volume

56

Issue

3

fYear

2009

fDate

3/1/2009 12:00:00 AM

Firstpage

896

Lastpage

900

Abstract

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; electrocardiography; encoding; medical signal processing; pattern matching; recursive estimation; 1-D multiscale recurrent patterns; Beth Israel Hospital database; ECG signal compression; Massachusetts Institute of Technology; pattern-matching-based ECG encoder; preprocessing techniques; Data preprocessing; Databases; Drugs; Electrocardiography; Heart beat; Hospitals; Ischemic pain; Pharmaceutical technology; Sorting; Telecommunications; Data compression; ECG; preprocessing; recurrent patterns; Algorithms; Data Compression; Electrocardiography; Pattern Recognition, Automated;

fLanguage

English

Journal_Title

Biomedical Engineering, IEEE Transactions on

Publisher

ieee

ISSN

0018-9294

Type

jour

DOI

10.1109/TBME.2008.2005939

Filename

4838925