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
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