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Analysis of Bending Degree of Basilar Artery Using Image Processing

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 processi...

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Autores principales: Kim, Jeehong, Jang, Yeongmin, Kwak, Hyosung, Tayara, Hilal, Chong, Kil To
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9498019/
https://www.ncbi.nlm.nih.gov/pubmed/36140468
http://dx.doi.org/10.3390/diagnostics12092066
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author Kim, Jeehong
Jang, Yeongmin
Kwak, Hyosung
Tayara, Hilal
Chong, Kil To
author_facet Kim, Jeehong
Jang, Yeongmin
Kwak, Hyosung
Tayara, Hilal
Chong, Kil To
author_sort Kim, Jeehong
collection PubMed
description 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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spelling pubmed-94980192022-09-23 Analysis of Bending Degree of Basilar Artery Using Image Processing Kim, Jeehong Jang, Yeongmin Kwak, Hyosung Tayara, Hilal Chong, Kil To Diagnostics (Basel) Article 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. MDPI 2022-08-26 /pmc/articles/PMC9498019/ /pubmed/36140468 http://dx.doi.org/10.3390/diagnostics12092066 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Kim, Jeehong
Jang, Yeongmin
Kwak, Hyosung
Tayara, Hilal
Chong, Kil To
Analysis of Bending Degree of Basilar Artery Using Image Processing
title Analysis of Bending Degree of Basilar Artery Using Image Processing
title_full Analysis of Bending Degree of Basilar Artery Using Image Processing
title_fullStr Analysis of Bending Degree of Basilar Artery Using Image Processing
title_full_unstemmed Analysis of Bending Degree of Basilar Artery Using Image Processing
title_short Analysis of Bending Degree of Basilar Artery Using Image Processing
title_sort analysis of bending degree of basilar artery using image processing
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9498019/
https://www.ncbi.nlm.nih.gov/pubmed/36140468
http://dx.doi.org/10.3390/diagnostics12092066
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