Measurement of motion of carotid bifurcation plaques
Date
2012Author
Nasrabadi, H.Pattichis, Marios S.
Nicolaïdes, Andrew N.
Griffin, Maura B.
Makris, Gregory C.
Fisher, P.
Kyriacou, Efthyvoulos C.
Pattichis, Constantinos S.
ISBN
978-1-4673-4358-9Source
IEEE 12th International Conference on BioInformatics and BioEngineering, BIBE 201212th IEEE International Conference on BioInformatics and BioEngineering, BIBE 2012
Pages
506-511Google Scholar check
Keyword(s):
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Show full item recordAbstract
Video loops of B-mode ultrasound images of 35 carotid bifurcation plaques were obtained (4 symptomatic and 31 asymptomatic) from patients with carotid bifurcation atherosclerosis. Video loops were classified visually as showing concordant (n=22) or discordant motion (n=13). Concordant plaques were characterized by uniform orientation of motion throughout the cardiac cycle. Discordant plaques exhibited significant spread in motion orientation at different parts of the cardiac cycle, especially at systole. We developed a real-time motion analysis system that applies Farneback's method to estimate velocities between consecutive video frames. For our purposes, we allow a 100msec time interval between the video frames used in the analysis. This approach allows us to analyze significant motions associated with a larger time interval. Over each video frame, we measure the spread of the motion orientation around the dominant orientation. For each video, we look at the spreads of the motion orientations for different motion magnitudes. Using these motion-spread measurements, we can quantify discordant movement. The sum of maximum fan widths for the median pixel motions 5 to 3 (SMFW5to3) had a median value of 100 degrees and interquartile range (IQR) of (80, 110) degrees for the concordant plaques and 270, (230, 430) for the discordant plaques (P < 0.001). Thus, we have a new tool to differentiate between concordant and discordant plaques. © 2012 IEEE.