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Feasibility study of portable multi-energy computed tomography with photon-counting detector for preclinical and clinical applications

In this study, preclinical experiments were performed with an in-house developed prototypal photon-counting detector computed tomography (PCD CT) system. The performance of the system was compared with the conventional energy-integrating detector (EID)-based CT, concerning the basic image quality bi...

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Autores principales: Lee, Chang-Lae, Hong, Key Jo, Kim, Namwoo, Han, Kwanhee, Kim, Dongkyu, Jung, Hoe-Su, Lee, Sangmin, Park, Junyoung, Lee, Kyoung-Yong, Lee, Jee Eun, Choi, Yuna, Cho, Minkook
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8611013/
https://www.ncbi.nlm.nih.gov/pubmed/34815501
http://dx.doi.org/10.1038/s41598-021-02210-5
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author Lee, Chang-Lae
Hong, Key Jo
Kim, Namwoo
Han, Kwanhee
Kim, Dongkyu
Jung, Hoe-Su
Lee, Sangmin
Park, Junyoung
Lee, Kyoung-Yong
Lee, Jee Eun
Choi, Yuna
Cho, Minkook
author_facet Lee, Chang-Lae
Hong, Key Jo
Kim, Namwoo
Han, Kwanhee
Kim, Dongkyu
Jung, Hoe-Su
Lee, Sangmin
Park, Junyoung
Lee, Kyoung-Yong
Lee, Jee Eun
Choi, Yuna
Cho, Minkook
author_sort Lee, Chang-Lae
collection PubMed
description In this study, preclinical experiments were performed with an in-house developed prototypal photon-counting detector computed tomography (PCD CT) system. The performance of the system was compared with the conventional energy-integrating detector (EID)-based CT, concerning the basic image quality biomarkers and the respective capacities for material separation. The pre- and the post-contrast axial images of a canine brain captured by the PCD CT and EID CT systems were found to be visually similar. Multi-energy images were acquired using the PCD CT system, and machine learning-based material decomposition was performed to segment the white and gray matters for the first time in soft tissue segmentation. Furthermore, to accommodate clinical applications that require high resolution acquisitions, a small, native, high-resolution (HR) detector was implemented on the PCD CT system, and its performance was evaluated based on animal experiments. The HR acquisition mode improved the spatial resolution and delineation of the fine structures in the canine’s nasal turbinates compared to the standard mode. Clinical applications that rely on high-spatial resolution expectedly will also benefit from this resolution-enhancing function. The results demonstrate the potential impact on the brain tissue segmentation, improved detection of the liver tumors, and capacity to reconstruct high-resolution images both preclinically and clinically.
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spelling pubmed-86110132021-11-24 Feasibility study of portable multi-energy computed tomography with photon-counting detector for preclinical and clinical applications Lee, Chang-Lae Hong, Key Jo Kim, Namwoo Han, Kwanhee Kim, Dongkyu Jung, Hoe-Su Lee, Sangmin Park, Junyoung Lee, Kyoung-Yong Lee, Jee Eun Choi, Yuna Cho, Minkook Sci Rep Article In this study, preclinical experiments were performed with an in-house developed prototypal photon-counting detector computed tomography (PCD CT) system. The performance of the system was compared with the conventional energy-integrating detector (EID)-based CT, concerning the basic image quality biomarkers and the respective capacities for material separation. The pre- and the post-contrast axial images of a canine brain captured by the PCD CT and EID CT systems were found to be visually similar. Multi-energy images were acquired using the PCD CT system, and machine learning-based material decomposition was performed to segment the white and gray matters for the first time in soft tissue segmentation. Furthermore, to accommodate clinical applications that require high resolution acquisitions, a small, native, high-resolution (HR) detector was implemented on the PCD CT system, and its performance was evaluated based on animal experiments. The HR acquisition mode improved the spatial resolution and delineation of the fine structures in the canine’s nasal turbinates compared to the standard mode. Clinical applications that rely on high-spatial resolution expectedly will also benefit from this resolution-enhancing function. The results demonstrate the potential impact on the brain tissue segmentation, improved detection of the liver tumors, and capacity to reconstruct high-resolution images both preclinically and clinically. Nature Publishing Group UK 2021-11-23 /pmc/articles/PMC8611013/ /pubmed/34815501 http://dx.doi.org/10.1038/s41598-021-02210-5 Text en © The Author(s) 2021 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
Lee, Chang-Lae
Hong, Key Jo
Kim, Namwoo
Han, Kwanhee
Kim, Dongkyu
Jung, Hoe-Su
Lee, Sangmin
Park, Junyoung
Lee, Kyoung-Yong
Lee, Jee Eun
Choi, Yuna
Cho, Minkook
Feasibility study of portable multi-energy computed tomography with photon-counting detector for preclinical and clinical applications
title Feasibility study of portable multi-energy computed tomography with photon-counting detector for preclinical and clinical applications
title_full Feasibility study of portable multi-energy computed tomography with photon-counting detector for preclinical and clinical applications
title_fullStr Feasibility study of portable multi-energy computed tomography with photon-counting detector for preclinical and clinical applications
title_full_unstemmed Feasibility study of portable multi-energy computed tomography with photon-counting detector for preclinical and clinical applications
title_short Feasibility study of portable multi-energy computed tomography with photon-counting detector for preclinical and clinical applications
title_sort feasibility study of portable multi-energy computed tomography with photon-counting detector for preclinical and clinical applications
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8611013/
https://www.ncbi.nlm.nih.gov/pubmed/34815501
http://dx.doi.org/10.1038/s41598-021-02210-5
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