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Improved PET/MRI accuracy by use of static transmission source in empirically derived hardware attenuation correction

BACKGROUND: Accurate quantification of radioactivity, measured by an integrated positron emission tomography (PET) and magnetic resonance imaging (MRI) system, is still a challenge. One aspect of such a challenge is to correct for the hardware attenuation, such as the patient table and radio frequen...

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Autores principales: Farag, Adam, Thompson, R. Terry, Thiessen, Jonathan D., Prato, Frank S., Théberge, Jean
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7940463/
https://www.ncbi.nlm.nih.gov/pubmed/33683464
http://dx.doi.org/10.1186/s40658-021-00368-5
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author Farag, Adam
Thompson, R. Terry
Thiessen, Jonathan D.
Prato, Frank S.
Théberge, Jean
author_facet Farag, Adam
Thompson, R. Terry
Thiessen, Jonathan D.
Prato, Frank S.
Théberge, Jean
author_sort Farag, Adam
collection PubMed
description BACKGROUND: Accurate quantification of radioactivity, measured by an integrated positron emission tomography (PET) and magnetic resonance imaging (MRI) system, is still a challenge. One aspect of such a challenge is to correct for the hardware attenuation, such as the patient table and radio frequency (RF) resonators. For PET/MRI systems, computed tomography (CT) is commonly used to produce hardware attenuation correction (AC) maps, by converting Hounsfield units (HU) to a linear attenuation coefficients (LAC) map at the PET energy level 511 keV, using a bilinear model. The model does not address beam hardening, nor higher density materials, which can lead to inaccurate corrections. PURPOSE: In this study, we introduce a transmission-based (TX-based) AC technique with a static Germanium-68 (Ge-68) transmission source to generate hardware AC maps using the PET/MRI system itself, without the need for PET or medical CT scanners. The AC TX-based maps were generated for a homogeneous cylinder, made of acrylic as a validator. The technique thereafter was applied to the patient table and posterior part of an RF-phased array used in cardiovascular PET/MRI imaging. The proposed TX-based, and the CT-based, hardware maps were used in reconstructing PET images of one cardiac patient, and the results were analysed and compared. RESULTS: The LAC derived by the TX-based method for the acrylic cylinder is estimated to be 0.10851 ± 0.00380 cm(−1) compared to the 0.10698 ± 0.00321 cm(−1) theoretical value reported in the literature. The PET photon counts were reduced by 8.7 ± 1.1% with the patient table, at the region used in cardiac scans, while the CT-based map, used for correction, over-estimated counts by 4.3 ± 1.3%. Reconstructed in vivo images using TX-based AC hardware maps have shown 4.1 ± 0.9% mean difference compared to those reconstructed images using CT-based AC. CONCLUSIONS: The LAC of the acrylic cylinder measurements using the TX-based technique was in agreement with those in the literature confirming the validity of the technique. The over-estimation of photon counts caused by the CT-based model used for the patient table was improved by the TX-based technique. Therefore, TX-based AC of hardware using the PET/MRI system itself is possible and can produce more accurate images when compared to the CT-based hardware AC in cardiac PET images.
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spelling pubmed-79404632021-03-28 Improved PET/MRI accuracy by use of static transmission source in empirically derived hardware attenuation correction Farag, Adam Thompson, R. Terry Thiessen, Jonathan D. Prato, Frank S. Théberge, Jean EJNMMI Phys Original Research BACKGROUND: Accurate quantification of radioactivity, measured by an integrated positron emission tomography (PET) and magnetic resonance imaging (MRI) system, is still a challenge. One aspect of such a challenge is to correct for the hardware attenuation, such as the patient table and radio frequency (RF) resonators. For PET/MRI systems, computed tomography (CT) is commonly used to produce hardware attenuation correction (AC) maps, by converting Hounsfield units (HU) to a linear attenuation coefficients (LAC) map at the PET energy level 511 keV, using a bilinear model. The model does not address beam hardening, nor higher density materials, which can lead to inaccurate corrections. PURPOSE: In this study, we introduce a transmission-based (TX-based) AC technique with a static Germanium-68 (Ge-68) transmission source to generate hardware AC maps using the PET/MRI system itself, without the need for PET or medical CT scanners. The AC TX-based maps were generated for a homogeneous cylinder, made of acrylic as a validator. The technique thereafter was applied to the patient table and posterior part of an RF-phased array used in cardiovascular PET/MRI imaging. The proposed TX-based, and the CT-based, hardware maps were used in reconstructing PET images of one cardiac patient, and the results were analysed and compared. RESULTS: The LAC derived by the TX-based method for the acrylic cylinder is estimated to be 0.10851 ± 0.00380 cm(−1) compared to the 0.10698 ± 0.00321 cm(−1) theoretical value reported in the literature. The PET photon counts were reduced by 8.7 ± 1.1% with the patient table, at the region used in cardiac scans, while the CT-based map, used for correction, over-estimated counts by 4.3 ± 1.3%. Reconstructed in vivo images using TX-based AC hardware maps have shown 4.1 ± 0.9% mean difference compared to those reconstructed images using CT-based AC. CONCLUSIONS: The LAC of the acrylic cylinder measurements using the TX-based technique was in agreement with those in the literature confirming the validity of the technique. The over-estimation of photon counts caused by the CT-based model used for the patient table was improved by the TX-based technique. Therefore, TX-based AC of hardware using the PET/MRI system itself is possible and can produce more accurate images when compared to the CT-based hardware AC in cardiac PET images. Springer International Publishing 2021-03-08 /pmc/articles/PMC7940463/ /pubmed/33683464 http://dx.doi.org/10.1186/s40658-021-00368-5 Text en © The Author(s) 2021 Open AccessThis 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/.
spellingShingle Original Research
Farag, Adam
Thompson, R. Terry
Thiessen, Jonathan D.
Prato, Frank S.
Théberge, Jean
Improved PET/MRI accuracy by use of static transmission source in empirically derived hardware attenuation correction
title Improved PET/MRI accuracy by use of static transmission source in empirically derived hardware attenuation correction
title_full Improved PET/MRI accuracy by use of static transmission source in empirically derived hardware attenuation correction
title_fullStr Improved PET/MRI accuracy by use of static transmission source in empirically derived hardware attenuation correction
title_full_unstemmed Improved PET/MRI accuracy by use of static transmission source in empirically derived hardware attenuation correction
title_short Improved PET/MRI accuracy by use of static transmission source in empirically derived hardware attenuation correction
title_sort improved pet/mri accuracy by use of static transmission source in empirically derived hardware attenuation correction
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7940463/
https://www.ncbi.nlm.nih.gov/pubmed/33683464
http://dx.doi.org/10.1186/s40658-021-00368-5
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