DocumentCode :
2791441
Title :
Measurement of motion of carotid bifurcation plaques
Author :
Nasrabadi, H. ; Pattichis, M.S. ; Fisher, Peter ; Nicolaides, Andrew N. ; Griffin, Maura ; Makris, G.C. ; Kyriacou, E. ; Pattichis, C.S.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of New Mexico, Albuquerque, NM, USA
fYear :
2012
fDate :
11-13 Nov. 2012
Firstpage :
506
Lastpage :
511
Abstract :
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.
Keywords :
bifurcation; diseases; image classification; medical image processing; ultrasonic imaging; video signal processing; B-mode ultrasound image video loop classification; Farneback method; IQR; SMFW5to3; asymptomatic carotid bifurcation concordant plaque motion measurement; asymptomatic carotid bifurcation discordant plaque motion measurement; cardiac cycle; carotid bifurcation atherosclerosis; interquartile range; motion magnitudes; motion orientation spread measurement; sum-of-maximum fan widths-for-the median pixel motions-5-to-3; symptomatic carotid bifurcation concordant plaque motion measurement; symptomatic carotid bifurcation discordant plaque motion measurement; systole; time interval; uniform motion throughout orientation; velocity estimation; video frames; Atherosclerosis; Bifurcation; Carotid arteries; Histograms; Motion measurement; Streaming media; Ultrasonic imaging; Atherosclerosis; Carotid Bifurcation; Plaque Motion Analysis; Ultrasound;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Bioinformatics & Bioengineering (BIBE), 2012 IEEE 12th International Conference on
Conference_Location :
Larnaca
Print_ISBN :
978-1-4673-4357-2
Type :
conf
DOI :
10.1109/BIBE.2012.6399729
Filename :
6399729
Link To Document :
بازگشت