On ECG signal compression with 1-D multiscale recurrent patterns allied to preprocessing techniques.
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.
Filho
Eddie B L
EB
Centro de Ciência, Tecnologia e Inovaçāo do Pólo Industrial de Manaus, 69057-040 Manaus-AM, Brazil. eddie@ctpim.org.br
Rodrigues
Nuno M M
NM
da Silva
Eduardo A B
EA
de Carvalho
Murilo B
MB
de Faria
Sérgio M M
SM
da Silva
Vitor M M
VM
D000465:Algorithms; D044962:Data Compression / Q000379:methods*; D004562:Electrocardiography; D010363:Pattern Recognition, Automated / Q000379:methods*