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INSPECTION OF STENOSIS AND OCCLUSION IN ARTERIES WITH AR METHOD USING MAXIMUM LIKELIHOOD ESTIMATION

Year 2003, Volume: 16 Issue: 2, 375 - 385, 06.08.2010

Abstract

ABSTRACT

Doppler ultrasound is used in the inspection of the velocity, direction, and volume of blood flow. Therefore, Doppler ultrasonography is known as a reliable technique, which demonstrates the flow characteristics and resistance of arteries in various vascular diseases. In this study, spectral analysis of arterial Doppler signals obtained from 105 subjects were performed by using fast Fourier transform (FFT) and autoregressive (AR) methods using maximum likelihood estimation. By using these spectrum analysis methods power spectrum densities of arterial Doppler signals were obtained. In order to obtain medical information, the variations in the shape of the Doppler power spectrum densities as a function of time were presented in the form of sonograms. These sonograms were then used to compare the spectral analysis methods in terms of their frequency resolution and the effects in determination of stenosis and occlusion in arteries. Reliable information on hemodynamic alterations in arteries were obtained by the evaluation of these sonograms.

 

Key words: Doppler signal, spectral analysis, power spectrum density, sonogram, stenosis, occlusion

Year 2003, Volume: 16 Issue: 2, 375 - 385, 06.08.2010

Abstract

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Details

Primary Language English
Journal Section Electrical & Electronics Engineering
Authors

Elif Übeyli This is me

İnan Güler This is me

Publication Date August 6, 2010
Published in Issue Year 2003 Volume: 16 Issue: 2

Cite

APA Übeyli, E., & Güler, İ. (2010). INSPECTION OF STENOSIS AND OCCLUSION IN ARTERIES WITH AR METHOD USING MAXIMUM LIKELIHOOD ESTIMATION. Gazi University Journal of Science, 16(2), 375-385.
AMA Übeyli E, Güler İ. INSPECTION OF STENOSIS AND OCCLUSION IN ARTERIES WITH AR METHOD USING MAXIMUM LIKELIHOOD ESTIMATION. Gazi University Journal of Science. August 2010;16(2):375-385.
Chicago Übeyli, Elif, and İnan Güler. “INSPECTION OF STENOSIS AND OCCLUSION IN ARTERIES WITH AR METHOD USING MAXIMUM LIKELIHOOD ESTIMATION”. Gazi University Journal of Science 16, no. 2 (August 2010): 375-85.
EndNote Übeyli E, Güler İ (August 1, 2010) INSPECTION OF STENOSIS AND OCCLUSION IN ARTERIES WITH AR METHOD USING MAXIMUM LIKELIHOOD ESTIMATION. Gazi University Journal of Science 16 2 375–385.
IEEE E. Übeyli and İ. Güler, “INSPECTION OF STENOSIS AND OCCLUSION IN ARTERIES WITH AR METHOD USING MAXIMUM LIKELIHOOD ESTIMATION”, Gazi University Journal of Science, vol. 16, no. 2, pp. 375–385, 2010.
ISNAD Übeyli, Elif - Güler, İnan. “INSPECTION OF STENOSIS AND OCCLUSION IN ARTERIES WITH AR METHOD USING MAXIMUM LIKELIHOOD ESTIMATION”. Gazi University Journal of Science 16/2 (August 2010), 375-385.
JAMA Übeyli E, Güler İ. INSPECTION OF STENOSIS AND OCCLUSION IN ARTERIES WITH AR METHOD USING MAXIMUM LIKELIHOOD ESTIMATION. Gazi University Journal of Science. 2010;16:375–385.
MLA Übeyli, Elif and İnan Güler. “INSPECTION OF STENOSIS AND OCCLUSION IN ARTERIES WITH AR METHOD USING MAXIMUM LIKELIHOOD ESTIMATION”. Gazi University Journal of Science, vol. 16, no. 2, 2010, pp. 375-8.
Vancouver Übeyli E, Güler İ. INSPECTION OF STENOSIS AND OCCLUSION IN ARTERIES WITH AR METHOD USING MAXIMUM LIKELIHOOD ESTIMATION. Gazi University Journal of Science. 2010;16(2):375-8.