Denoising and Segmentation of the Second Heart Sound Using Matching Pursuit

Hedayioglu, F. ; Jafari, M. G. ; Mattos, S. S. ; Plumbley, M. D. ; Coimbra, M.

Denoising and Segmentation of the Second Heart Sound Using Matching Pursuit, Proc International Conf. of the IEEE Engineering in Medicine and Biology Society - EMBC, San Diego, United States, Vol. TBP, pp. TBP - TBP, August, 2012.

Digital Object Identifier:

Download Full text PDF ( 329 KBs)

Abstract

We propose a denoising and segmentation technique for the second heart sound (S2). To denoise, Matching
Pursuit (MP) was applied using a set of non-linear chirp signals
as atoms. We show that the proposed method can be used to
segment the phonocardiogram of the second heart sound into
its two clinically meaningful components: the aortic (A2) and
pulmonary (P2) components.

Networks and Multimedia

Denoising and Segmentation of the Second Heart Sound Using Matching Pursuit