Title :
Echo ultrasound measurement of lumen size in aortic aneurysm
Author :
Adam, DR ; Ravhon, R.
Author_Institution :
Dept. of Biomed. Eng., Technion-Israel Inst. of Technol., Haifa, Israel
Abstract :
Aneurysm of the (descending) aorta is characterized by modified wall properties, and ballooned area filled by a thrombus. The study of the wall and thrombus cross sectional distension due to pressure wave is important as a way of assessing the degradation of the wall mechanical properties and the hazard of rapture. Ultrasound imaging is used here to study the thrombus distension, requiring its segmentation within the image. Since echoes from the lumen and embolism produce similar patterns and speckle noise, a specific method for identifying the lumen-embolism border was developed. The method is based on filtering by a modified Canny-Deriche edge detector and then on minimization of an energy function based on 5 parts. The method is robust enough to track the lumen and total arterial cross sectional area changes during the cardiac cycle. In five patients accuracy of ~85% was achieved in the sequences of images
Keywords :
biomedical ultrasonics; blood vessels; edge detection; image segmentation; image sequences; medical image processing; size measurement; ultrasonic measurement; aortic aneurysm; ballooned area; echo ultrasound measurement; energy function minimization; lumen size; modified Canny-Deriche edge detector; modified wall properties; pressure wave; thrombus cross sectional distension; wall mechanical properties degradation; Aneurysm; Biomedical imaging; Degradation; Hazards; Image edge detection; Image segmentation; Mechanical factors; Size measurement; Ultrasonic imaging; Ultrasonic variables measurement;
Conference_Titel :
Computers in Cardiology 1998
Conference_Location :
Cleveland, OH
Print_ISBN :
0-7803-5200-9
DOI :
10.1109/CIC.1998.731725