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Novel superpixel method to visualize fundus blood flow resistivity in healthy adults
We aimed to perform superpixel segmentation of ocular blood flow maps obtained using laser speckle flowgraphy (LSFG) and investigate the effects of systemic parameters such as body weight, height, and sex on ocular blood flow resistivity. We studied 757 healthy participants (583 men, 174 women). We...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10105763/ https://www.ncbi.nlm.nih.gov/pubmed/37061579 http://dx.doi.org/10.1038/s41598-023-33450-2 |
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author | Okamoto, Kenji Takahashi, Noriyoshi Kobayashi, Tatsuhiko Shiba, Tomoaki Hori, Yuichi Fujii, Hitoshi |
author_facet | Okamoto, Kenji Takahashi, Noriyoshi Kobayashi, Tatsuhiko Shiba, Tomoaki Hori, Yuichi Fujii, Hitoshi |
author_sort | Okamoto, Kenji |
collection | PubMed |
description | We aimed to perform superpixel segmentation of ocular blood flow maps obtained using laser speckle flowgraphy (LSFG) and investigate the effects of systemic parameters such as body weight, height, and sex on ocular blood flow resistivity. We studied 757 healthy participants (583 men, 174 women). We calculated the average beat strength over mean blur rate (BOM) as a LSFG resistivity index, as a function of age and sex using ordinary regions of interest (ROI) centered on the optic nerve head (ONH), the retinal vessels region and tissue around the ONH, and the choroid (CHD). We compared the ROI and superpixel-based methods, which are segmented based on image processing, for calculating the BOM. The sex differences in the BOM for the ONH, retinal-vessels region and tissue region of the ONH and CHD were significant for individuals aged ≤ 50 years (P < 0.01) but not those > 50 years old (P > 0.05). The average BOMs calculated using the ROI and superpixel methods were strongly correlated in the ONH (coefficient = 0.87, R(2) = 0.8, P < 0.0001, n = 5465). In summary, a superpixel-segmented BOM map is suitable for two-dimensional visualization of ocular blood flow resistivity. |
format | Online Article Text |
id | pubmed-10105763 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-101057632023-04-17 Novel superpixel method to visualize fundus blood flow resistivity in healthy adults Okamoto, Kenji Takahashi, Noriyoshi Kobayashi, Tatsuhiko Shiba, Tomoaki Hori, Yuichi Fujii, Hitoshi Sci Rep Article We aimed to perform superpixel segmentation of ocular blood flow maps obtained using laser speckle flowgraphy (LSFG) and investigate the effects of systemic parameters such as body weight, height, and sex on ocular blood flow resistivity. We studied 757 healthy participants (583 men, 174 women). We calculated the average beat strength over mean blur rate (BOM) as a LSFG resistivity index, as a function of age and sex using ordinary regions of interest (ROI) centered on the optic nerve head (ONH), the retinal vessels region and tissue around the ONH, and the choroid (CHD). We compared the ROI and superpixel-based methods, which are segmented based on image processing, for calculating the BOM. The sex differences in the BOM for the ONH, retinal-vessels region and tissue region of the ONH and CHD were significant for individuals aged ≤ 50 years (P < 0.01) but not those > 50 years old (P > 0.05). The average BOMs calculated using the ROI and superpixel methods were strongly correlated in the ONH (coefficient = 0.87, R(2) = 0.8, P < 0.0001, n = 5465). In summary, a superpixel-segmented BOM map is suitable for two-dimensional visualization of ocular blood flow resistivity. Nature Publishing Group UK 2023-04-15 /pmc/articles/PMC10105763/ /pubmed/37061579 http://dx.doi.org/10.1038/s41598-023-33450-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Okamoto, Kenji Takahashi, Noriyoshi Kobayashi, Tatsuhiko Shiba, Tomoaki Hori, Yuichi Fujii, Hitoshi Novel superpixel method to visualize fundus blood flow resistivity in healthy adults |
title | Novel superpixel method to visualize fundus blood flow resistivity in healthy adults |
title_full | Novel superpixel method to visualize fundus blood flow resistivity in healthy adults |
title_fullStr | Novel superpixel method to visualize fundus blood flow resistivity in healthy adults |
title_full_unstemmed | Novel superpixel method to visualize fundus blood flow resistivity in healthy adults |
title_short | Novel superpixel method to visualize fundus blood flow resistivity in healthy adults |
title_sort | novel superpixel method to visualize fundus blood flow resistivity in healthy adults |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10105763/ https://www.ncbi.nlm.nih.gov/pubmed/37061579 http://dx.doi.org/10.1038/s41598-023-33450-2 |
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