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Semi-automated analysis of supraclavicular thermal images increases speed of brown adipose tissue analysis without increasing variation in results
Interest in brown adipose tissue remains high a decade after it was determined to be present outside of the neonatal period. In vivo imaging, however, has remained a challenge due to the lack of a imaging modality suitable for large healthy-volunteer studies, post-prandial investigations and vulnera...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8562194/ https://www.ncbi.nlm.nih.gov/pubmed/34746836 http://dx.doi.org/10.1016/j.crphys.2021.07.001 |
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author | Law, James M. Morris, David E. Robinson, Lindsay J. Symonds, Michael E. Budge, Helen |
author_facet | Law, James M. Morris, David E. Robinson, Lindsay J. Symonds, Michael E. Budge, Helen |
author_sort | Law, James M. |
collection | PubMed |
description | Interest in brown adipose tissue remains high a decade after it was determined to be present outside of the neonatal period. In vivo imaging, however, has remained a challenge due to the lack of a imaging modality suitable for large healthy-volunteer studies, post-prandial investigations and vulnerable groups, such as children. Infrared thermography is increasingly accepted as a valid, non-invasive and flexible alternative but there is a wide approach to analysis between different groups. Defining the region of interest with anatomical borders rather than using a simple polygon may have advantages in terms of consistency but makes image analysis slower, limiting some applications. Our novel semi-automated method, using a custom-built graphical user interface, allows an 86% improvement in speed of image analysis (54.9 (38.3–71.4) seconds/image) without increases in variation between analysers or with repeated analysis. The improved efficiency demonstrated makes feasible larger studies, longer imaging periods or increased image acquisition frequency, providing an opportunity to study novel features of brown adipose tissue function. |
format | Online Article Text |
id | pubmed-8562194 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-85621942021-11-04 Semi-automated analysis of supraclavicular thermal images increases speed of brown adipose tissue analysis without increasing variation in results Law, James M. Morris, David E. Robinson, Lindsay J. Symonds, Michael E. Budge, Helen Curr Res Physiol Research Paper Interest in brown adipose tissue remains high a decade after it was determined to be present outside of the neonatal period. In vivo imaging, however, has remained a challenge due to the lack of a imaging modality suitable for large healthy-volunteer studies, post-prandial investigations and vulnerable groups, such as children. Infrared thermography is increasingly accepted as a valid, non-invasive and flexible alternative but there is a wide approach to analysis between different groups. Defining the region of interest with anatomical borders rather than using a simple polygon may have advantages in terms of consistency but makes image analysis slower, limiting some applications. Our novel semi-automated method, using a custom-built graphical user interface, allows an 86% improvement in speed of image analysis (54.9 (38.3–71.4) seconds/image) without increases in variation between analysers or with repeated analysis. The improved efficiency demonstrated makes feasible larger studies, longer imaging periods or increased image acquisition frequency, providing an opportunity to study novel features of brown adipose tissue function. Elsevier 2021-07-11 /pmc/articles/PMC8562194/ /pubmed/34746836 http://dx.doi.org/10.1016/j.crphys.2021.07.001 Text en © 2021 Published by Elsevier B.V. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research Paper Law, James M. Morris, David E. Robinson, Lindsay J. Symonds, Michael E. Budge, Helen Semi-automated analysis of supraclavicular thermal images increases speed of brown adipose tissue analysis without increasing variation in results |
title | Semi-automated analysis of supraclavicular thermal images increases speed of brown adipose tissue analysis without increasing variation in results |
title_full | Semi-automated analysis of supraclavicular thermal images increases speed of brown adipose tissue analysis without increasing variation in results |
title_fullStr | Semi-automated analysis of supraclavicular thermal images increases speed of brown adipose tissue analysis without increasing variation in results |
title_full_unstemmed | Semi-automated analysis of supraclavicular thermal images increases speed of brown adipose tissue analysis without increasing variation in results |
title_short | Semi-automated analysis of supraclavicular thermal images increases speed of brown adipose tissue analysis without increasing variation in results |
title_sort | semi-automated analysis of supraclavicular thermal images increases speed of brown adipose tissue analysis without increasing variation in results |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8562194/ https://www.ncbi.nlm.nih.gov/pubmed/34746836 http://dx.doi.org/10.1016/j.crphys.2021.07.001 |
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