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Segmentation of the fascia lata and reproducible quantification of intermuscular adipose tissue (IMAT) of the thigh
OBJECTIVE: To develop a precise semi-automated segmentation of the fascia lata (FL) of the thigh to quantify IMAT volume in T(1)w MR images and fat fraction (FF) in Dixon MR images. MATERIALS AND METHODS: A multi-step segmentation approach was developed to identify fibrous structures of the FL and c...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8154773/ https://www.ncbi.nlm.nih.gov/pubmed/32761398 http://dx.doi.org/10.1007/s10334-020-00878-w |
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author | Chaudry, Oliver Friedberger, Andreas Grimm, Alexandra Uder, Michael Nagel, Armin Michael Kemmler, Wolfgang Engelke, Klaus |
author_facet | Chaudry, Oliver Friedberger, Andreas Grimm, Alexandra Uder, Michael Nagel, Armin Michael Kemmler, Wolfgang Engelke, Klaus |
author_sort | Chaudry, Oliver |
collection | PubMed |
description | OBJECTIVE: To develop a precise semi-automated segmentation of the fascia lata (FL) of the thigh to quantify IMAT volume in T(1)w MR images and fat fraction (FF) in Dixon MR images. MATERIALS AND METHODS: A multi-step segmentation approach was developed to identify fibrous structures of the FL and combining them into a closed 3D surface. 23 healthy young men with low and 50 elderly sarcopenic men with moderate levels of IMAT were measured by T(1)w and 6pt Dixon MRI at 3T. 20 datasets were used to determine reanalysis precision errors. IMAT volume was compared using the new FL segmentation versus an easier to segment but less accurate, tightly fitting envelope of the thigh muscle ensemble. RESULTS: The segmentation was successfully applied to all 73 datasets and took about 7 min per 28 slices. In particular, in elderly subjects, it includes a large amount of adipose tissue below the FL typically not accounted for in other segmentation approaches. Inter- and intra-operator RMS-CVs were 0.33% and 0.14%, respectively, for IMAT volume and 0.04% and 0.02%, respectively, for FF(MT). DISCUSSION: The FL segmentation is an important step to quantify IMAT with high precision and may be useful to investigate effects of aging and treatment on changes of IMAT and FF. ClinicalTrials.gov identifier NCT2857660, August 5, 2016. TRIAL REGISTRATION: ClinicalTrials.gov identifier NCT2857660, August 5, 2016. |
format | Online Article Text |
id | pubmed-8154773 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-81547732021-06-01 Segmentation of the fascia lata and reproducible quantification of intermuscular adipose tissue (IMAT) of the thigh Chaudry, Oliver Friedberger, Andreas Grimm, Alexandra Uder, Michael Nagel, Armin Michael Kemmler, Wolfgang Engelke, Klaus MAGMA Research Article OBJECTIVE: To develop a precise semi-automated segmentation of the fascia lata (FL) of the thigh to quantify IMAT volume in T(1)w MR images and fat fraction (FF) in Dixon MR images. MATERIALS AND METHODS: A multi-step segmentation approach was developed to identify fibrous structures of the FL and combining them into a closed 3D surface. 23 healthy young men with low and 50 elderly sarcopenic men with moderate levels of IMAT were measured by T(1)w and 6pt Dixon MRI at 3T. 20 datasets were used to determine reanalysis precision errors. IMAT volume was compared using the new FL segmentation versus an easier to segment but less accurate, tightly fitting envelope of the thigh muscle ensemble. RESULTS: The segmentation was successfully applied to all 73 datasets and took about 7 min per 28 slices. In particular, in elderly subjects, it includes a large amount of adipose tissue below the FL typically not accounted for in other segmentation approaches. Inter- and intra-operator RMS-CVs were 0.33% and 0.14%, respectively, for IMAT volume and 0.04% and 0.02%, respectively, for FF(MT). DISCUSSION: The FL segmentation is an important step to quantify IMAT with high precision and may be useful to investigate effects of aging and treatment on changes of IMAT and FF. ClinicalTrials.gov identifier NCT2857660, August 5, 2016. TRIAL REGISTRATION: ClinicalTrials.gov identifier NCT2857660, August 5, 2016. Springer International Publishing 2020-08-06 2021 /pmc/articles/PMC8154773/ /pubmed/32761398 http://dx.doi.org/10.1007/s10334-020-00878-w Text en © The Author(s) 2020 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Research Article Chaudry, Oliver Friedberger, Andreas Grimm, Alexandra Uder, Michael Nagel, Armin Michael Kemmler, Wolfgang Engelke, Klaus Segmentation of the fascia lata and reproducible quantification of intermuscular adipose tissue (IMAT) of the thigh |
title | Segmentation of the fascia lata and reproducible quantification of intermuscular adipose tissue (IMAT) of the thigh |
title_full | Segmentation of the fascia lata and reproducible quantification of intermuscular adipose tissue (IMAT) of the thigh |
title_fullStr | Segmentation of the fascia lata and reproducible quantification of intermuscular adipose tissue (IMAT) of the thigh |
title_full_unstemmed | Segmentation of the fascia lata and reproducible quantification of intermuscular adipose tissue (IMAT) of the thigh |
title_short | Segmentation of the fascia lata and reproducible quantification of intermuscular adipose tissue (IMAT) of the thigh |
title_sort | segmentation of the fascia lata and reproducible quantification of intermuscular adipose tissue (imat) of the thigh |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8154773/ https://www.ncbi.nlm.nih.gov/pubmed/32761398 http://dx.doi.org/10.1007/s10334-020-00878-w |
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