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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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. |
format | Online Article Text |
id | pubmed-9498019 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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