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
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;
Conference_Titel :
Computers in Cardiology, 2009
Conference_Location :
Park City, UT
Print_ISBN :
978-1-4244-7281-9
Electronic_ISBN :
0276-6547