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Improvements in the Quantitative Assessment of Cerebral Blood Volume and Flow with the Removal of Vessel Voxels from MR Perfusion Images

Objective. To improve the quantitative assessment of cerebral blood volume (CBV) and flow (CBF) in the brain voxels from MR perfusion images. Materials and Methods. Normal brain parenchyma was automatically segmented with the time-to-peak criteria after cerebrospinal fluid removal and preliminary ve...

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Autores principales: Teng, Michael Mu Huo, Cho, I-Chieh, Kao, Yi-Hsuan, Chuang, Chi-Shuo, Chiu, Fang-Ying, Chang, Feng-Chi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3613063/
https://www.ncbi.nlm.nih.gov/pubmed/23586033
http://dx.doi.org/10.1155/2013/382027
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author Teng, Michael Mu Huo
Cho, I-Chieh
Kao, Yi-Hsuan
Chuang, Chi-Shuo
Chiu, Fang-Ying
Chang, Feng-Chi
author_facet Teng, Michael Mu Huo
Cho, I-Chieh
Kao, Yi-Hsuan
Chuang, Chi-Shuo
Chiu, Fang-Ying
Chang, Feng-Chi
author_sort Teng, Michael Mu Huo
collection PubMed
description Objective. To improve the quantitative assessment of cerebral blood volume (CBV) and flow (CBF) in the brain voxels from MR perfusion images. Materials and Methods. Normal brain parenchyma was automatically segmented with the time-to-peak criteria after cerebrospinal fluid removal and preliminary vessel voxel removal. Two scaling factors were calculated by comparing the relative CBV and CBF of the segmented normal brain parenchyma with the absolute values in the literature. Using the scaling factors, the relative values were converted to the absolute CBV and CBF. Voxels with either CBV > 8 mL/100 g or CBF > 100 mL/100 g/min were characterized as vessel voxels and were excluded from the quantitative measurements. Results. The segmented brain parenchyma with normal perfusion was consistent with the angiographic findings for each patient. We confirmed the necessity of dual thresholds including CBF and CBV for proper removal of vessel voxels. The scaling factors were 0.208 ± 0.041 for CBV, and 0.168 ± 0.037, 0.172 ± 0.037 for CBF calculated using standard and circulant singular value decomposition techniques, respectively. Conclusion. The automatic scaling and vessel removal techniques provide an alternative method for obtaining improved quantitative assessment of CBV and CBF in patients with thromboembolic cerebral arterial disease.
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spelling pubmed-36130632013-04-12 Improvements in the Quantitative Assessment of Cerebral Blood Volume and Flow with the Removal of Vessel Voxels from MR Perfusion Images Teng, Michael Mu Huo Cho, I-Chieh Kao, Yi-Hsuan Chuang, Chi-Shuo Chiu, Fang-Ying Chang, Feng-Chi Biomed Res Int Research Article Objective. To improve the quantitative assessment of cerebral blood volume (CBV) and flow (CBF) in the brain voxels from MR perfusion images. Materials and Methods. Normal brain parenchyma was automatically segmented with the time-to-peak criteria after cerebrospinal fluid removal and preliminary vessel voxel removal. Two scaling factors were calculated by comparing the relative CBV and CBF of the segmented normal brain parenchyma with the absolute values in the literature. Using the scaling factors, the relative values were converted to the absolute CBV and CBF. Voxels with either CBV > 8 mL/100 g or CBF > 100 mL/100 g/min were characterized as vessel voxels and were excluded from the quantitative measurements. Results. The segmented brain parenchyma with normal perfusion was consistent with the angiographic findings for each patient. We confirmed the necessity of dual thresholds including CBF and CBV for proper removal of vessel voxels. The scaling factors were 0.208 ± 0.041 for CBV, and 0.168 ± 0.037, 0.172 ± 0.037 for CBF calculated using standard and circulant singular value decomposition techniques, respectively. Conclusion. The automatic scaling and vessel removal techniques provide an alternative method for obtaining improved quantitative assessment of CBV and CBF in patients with thromboembolic cerebral arterial disease. Hindawi Publishing Corporation 2013 2013-03-18 /pmc/articles/PMC3613063/ /pubmed/23586033 http://dx.doi.org/10.1155/2013/382027 Text en Copyright © 2013 Michael Mu Huo Teng et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Teng, Michael Mu Huo
Cho, I-Chieh
Kao, Yi-Hsuan
Chuang, Chi-Shuo
Chiu, Fang-Ying
Chang, Feng-Chi
Improvements in the Quantitative Assessment of Cerebral Blood Volume and Flow with the Removal of Vessel Voxels from MR Perfusion Images
title Improvements in the Quantitative Assessment of Cerebral Blood Volume and Flow with the Removal of Vessel Voxels from MR Perfusion Images
title_full Improvements in the Quantitative Assessment of Cerebral Blood Volume and Flow with the Removal of Vessel Voxels from MR Perfusion Images
title_fullStr Improvements in the Quantitative Assessment of Cerebral Blood Volume and Flow with the Removal of Vessel Voxels from MR Perfusion Images
title_full_unstemmed Improvements in the Quantitative Assessment of Cerebral Blood Volume and Flow with the Removal of Vessel Voxels from MR Perfusion Images
title_short Improvements in the Quantitative Assessment of Cerebral Blood Volume and Flow with the Removal of Vessel Voxels from MR Perfusion Images
title_sort improvements in the quantitative assessment of cerebral blood volume and flow with the removal of vessel voxels from mr perfusion images
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3613063/
https://www.ncbi.nlm.nih.gov/pubmed/23586033
http://dx.doi.org/10.1155/2013/382027
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