DocumentCode :
2478303
Title :
Analysis of the vascular sounds of the arteriovenous fistula´s anastomosis
Author :
Munguia, M.M. ; Mandersson, Bengt
Author_Institution :
Fac. of Electr. Eng. & Comput. Sci., Nat. Univ. of Eng., Managua, Nicaragua
fYear :
2011
fDate :
Aug. 30 2011-Sept. 3 2011
Firstpage :
3784
Lastpage :
3787
Abstract :
In this paper, the vascular sounds of the arteriovenous fistula at the anastomosis and five centimeters downstream the anastomosis were analyzed. The analysis of the sounds was based on features extracted from the power spectral density (PSD) and wavelet decomposition. The database consists of 15 recordings at the anastomosis and 15 reference recordings obtained from 15 patients. The results showed that the vascular sounds at the anastomosis can be characterized as an extra energy in the higher frequencies (200-1000 Hz) i.e. higher mean frequency of the PSD than the reference recordings. Moreover, the wavelet decomposition of the anastomosis recordings showed a similar energy pattern, in the finer scales, to that found in studies of arterial and venous stenosis.
Keywords :
biomedical ultrasonics; blood vessels; feature extraction; haemodynamics; haemorheology; medical signal processing; wavelet transforms; arterial stenosis; arteriovenous fistula anastomosis; feature extraction; frequency 200 Hz to 1000 Hz; phonoangiographic signal; power spectral density; reference recordings; vascular sound analysis; venous stenosis; wavelet decomposition; Arteries; Databases; Educational institutions; Feature extraction; Time frequency analysis; Wavelet analysis; Wavelet transforms; Arteriovenous Shunt, Surgical; Database Management Systems; Humans; Phonocardiography; Renal Dialysis; Signal Processing, Computer-Assisted;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2011.6090647
Filename :
6090647
Link To Document :
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