DocumentCode
2041920
Title
A computational tool for quantitative assessment of peripheral arteries in ultrasound images
Author
Higa, M. ; Pilon, P.E. ; Lage, S.G. ; Gutierrez, Marco Aantonio
Author_Institution
Polytech. Sch., Univ. of Sao Paulo, Sao Paulo, Brazil
fYear
2009
fDate
13-16 Sept. 2009
Firstpage
41
Lastpage
44
Abstract
Blood velocity vs. time graphic images, that are based on ultrasound Doppler technique, can be used to reveal relationships between data within them and the presence of cardiovascular diseases, among other applications. In clinical protocols, this kind of study involves, typically, hundreds of patients and a manual and tedious segmentation of the blood velocity curve from the images. In this paper we present a computational tool designed to extract quantitative data from these graphics. The algorithm detects the baseline and the spectrum envelope to calculate peak velocity and velocity-time integral (VTI). A comparative analysis between commercial ultrasound systems and the present methodology included measurements of carotid and brachial arteries and echocardiographic exams. The results showed small bias and high correlation for both: systolic peak velocity (bias = 0.02 m/s; r > 0.998; p < 0.001; n = 102) and VTI (bias = 1.25 cm; r > 0.998; p < 0.001; n = 75).
Keywords
Doppler measurement; blood vessels; echocardiography; image segmentation; medical image processing; ultrasonic imaging; ultrasonic measurement; blood velocity; brachial arteries; cardiovascular diseases; carotid arteries; computational tool; echocardiography; peak velocity integral; peripheral arteries; segmentation; spectrum envelope; ultrasound Doppler technique; ultrasound imaging; velocity-time integral; Arteries; Blood; Cardiovascular diseases; Computer peripherals; Data mining; Envelope detectors; Graphics; Image segmentation; Protocols; Ultrasonic imaging;
fLanguage
English
Publisher
ieee
Conference_Titel
Computers in Cardiology, 2009
Conference_Location
Park City, UT
ISSN
0276-6547
Print_ISBN
978-1-4244-7281-9
Electronic_ISBN
0276-6547
Type
conf
Filename
5445474
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