Title :
A new approach to automatic continuous artery diameter measurement
Author :
Zielinski, Bartosz ; Roman, Adam ; Drozdz, Agata ; Kowalewska, Agata ; Frolow, Marzena
Author_Institution :
Inst. of Comput. Sci. & Comput. Math., Jagiellonian Univ., Kraków, Poland
Abstract :
In this paper, we present an application which aid an evaluation of the arterial diameter changes, based on ultrasound videos. The designed, implemented and verified algorithm uses the techniques of image processing, image analysis and pattern recognition, such as filtering, profile plot analysis and active contour method. Except determining the artery diameter over time it is also able to retrieve ECG from ultrasound video. The results obtained for both signals are synchronized, therefore it is possible to obtain the artery diameters in R wave points, which is a novel approach. Experiments were performed to assess the software validation by comparing the outcomes obtained with the evaluated algorithm with those manually-acquired - the correlation is high. This is the first stage of the research in which we will build the cardiovascular predictive model to search for the new cardiovascular factors.
Keywords :
biomedical ultrasonics; blood vessels; cardiovascular system; diameter measurement; edge detection; electrocardiography; filtering theory; medical image processing; video signal processing; ECG; R wave points; active contour method; arterial diameter changes; automatic continuous artery diameter measurement; cardiovascular factors; cardiovascular predictive model; filtering; image analysis; image processing; pattern recognition; profile plot analysis; software validation; ultrasound videos; Arteries; Brachytherapy; Electrocardiography; Manuals; Ultrasonic imaging; Ultrasonic variables measurement; Videos;
Conference_Titel :
Computer Science and Information Systems (FedCSIS), 2014 Federated Conference on
Conference_Location :
Warsaw