Analysis of Bending Degree of Basilar Artery Using Image Processing

被引:0
作者
Kim, Jeehong [1 ]
Jang, Yeongmin [2 ]
Kwak, Hyosung [3 ]
Tayara, Hilal [4 ]
Chong, Kil To [2 ,5 ]
机构
[1] Jeonju Vis Coll, Dept Renewable Energy Engn, Jeonju 55069, South Korea
[2] Jeonbuk Natl Univ, Dept Elect & Informat Engn, Jeonju 54896, South Korea
[3] Jeonbuk Natl Univ, Dept Diagnost Radiol, Med Sch, Jeonju 54896, South Korea
[4] Jeonbuk Natl Univ, Sch Int Engn & Sci, Jeonju 54896, South Korea
[5] Jeonbuk Natl Univ, Adv Elect & Informat Res Ctr, Jeonju 54896, South Korea
基金
新加坡国家研究基金会;
关键词
basilar artery; bending; image processing; vector representations; angular calculation;
D O I
10.3390/diagnostics12092066
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
The basilar artery, which is the core of the posterior circulation, supplies blood to the brainstem and cerebellum. When basilar artery blood circulation is impaired, several symptoms can occur. In addition, the bending of the basilar artery causes stroke and infarction. Therefore, an image processing method for analyzing the bending degree of the basilar artery is introduced herein. To analyze the bending degree, the coordinates of the center points of the basilar artery are extracted using image processing techniques such as Canny edge detection, the contour technique, and the distance conversion technique. An image reconstructed using the three-dimensional scatter plot function in MATLAB and vector plots is used to calculate the vectors for each central point of the basilar artery. Meanwhile, the angle of each central point is calculated by selecting the first central point where the basilar artery begins, the central point with the greatest bending degree, and the central point at which the branching ends. The greater the bending degree of the basilar artery is, the larger the magnitude of the vector in the bending direction. The obtained results are verified by experts in the field, and the proposed algorithm demonstrates good performance.
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页数:10
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