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Influence of residual fat signal on diffusion kurtosis MRI of suspicious mammography findings
Recent studies showed the potential of diffusion kurtosis imaging (DKI) as a tool for improved classification of suspicious breast lesions. However, in diffusion-weighted imaging of the female breast, sufficient fat suppression is one of the main factors determining the success. In this study, the d...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7413543/ https://www.ncbi.nlm.nih.gov/pubmed/32764721 http://dx.doi.org/10.1038/s41598-020-70154-3 |
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author | Mlynarska-Bujny, Anna Bickelhaupt, Sebastian Laun, Frederik Bernd König, Franziska Lederer, Wolfgang Daniel, Heidi Ladd, Mark Edward Schlemmer, Heinz-Peter Delorme, Stefan Kuder, Tristan Anselm |
author_facet | Mlynarska-Bujny, Anna Bickelhaupt, Sebastian Laun, Frederik Bernd König, Franziska Lederer, Wolfgang Daniel, Heidi Ladd, Mark Edward Schlemmer, Heinz-Peter Delorme, Stefan Kuder, Tristan Anselm |
author_sort | Mlynarska-Bujny, Anna |
collection | PubMed |
description | Recent studies showed the potential of diffusion kurtosis imaging (DKI) as a tool for improved classification of suspicious breast lesions. However, in diffusion-weighted imaging of the female breast, sufficient fat suppression is one of the main factors determining the success. In this study, the data of 198 patients examined in two study centres was analysed using standard diffusion and kurtosis evaluation methods and three DKI fitting approaches accounting phenomenologically for fat-related signal contamination of the lesions. Receiver operating characteristic curve analysis showed the highest area under the curve (AUC) for the method including fat correction terms (AUC = 0.85, p < 0.015) in comparison to the values obtained with the standard diffusion (AUC = 0.77) and kurtosis approach (AUC = 0.79). Comparing the two study centres, the AUC value improved from 0.77 to 0.86 (p = 0.036) using a fat correction term for the first centre, while no significant difference with no adverse effects was observed for the second centre (AUC 0.89 vs. 0.90, p = 0.95). Contamination of the signal in breast lesions with unsuppressed fat causing a reduction of diagnostic performance of diffusion kurtosis imaging may potentially be counteracted by proposed adapted evaluation methods. |
format | Online Article Text |
id | pubmed-7413543 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-74135432020-08-10 Influence of residual fat signal on diffusion kurtosis MRI of suspicious mammography findings Mlynarska-Bujny, Anna Bickelhaupt, Sebastian Laun, Frederik Bernd König, Franziska Lederer, Wolfgang Daniel, Heidi Ladd, Mark Edward Schlemmer, Heinz-Peter Delorme, Stefan Kuder, Tristan Anselm Sci Rep Article Recent studies showed the potential of diffusion kurtosis imaging (DKI) as a tool for improved classification of suspicious breast lesions. However, in diffusion-weighted imaging of the female breast, sufficient fat suppression is one of the main factors determining the success. In this study, the data of 198 patients examined in two study centres was analysed using standard diffusion and kurtosis evaluation methods and three DKI fitting approaches accounting phenomenologically for fat-related signal contamination of the lesions. Receiver operating characteristic curve analysis showed the highest area under the curve (AUC) for the method including fat correction terms (AUC = 0.85, p < 0.015) in comparison to the values obtained with the standard diffusion (AUC = 0.77) and kurtosis approach (AUC = 0.79). Comparing the two study centres, the AUC value improved from 0.77 to 0.86 (p = 0.036) using a fat correction term for the first centre, while no significant difference with no adverse effects was observed for the second centre (AUC 0.89 vs. 0.90, p = 0.95). Contamination of the signal in breast lesions with unsuppressed fat causing a reduction of diagnostic performance of diffusion kurtosis imaging may potentially be counteracted by proposed adapted evaluation methods. Nature Publishing Group UK 2020-08-06 /pmc/articles/PMC7413543/ /pubmed/32764721 http://dx.doi.org/10.1038/s41598-020-70154-3 Text en © The Author(s) 2020 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Mlynarska-Bujny, Anna Bickelhaupt, Sebastian Laun, Frederik Bernd König, Franziska Lederer, Wolfgang Daniel, Heidi Ladd, Mark Edward Schlemmer, Heinz-Peter Delorme, Stefan Kuder, Tristan Anselm Influence of residual fat signal on diffusion kurtosis MRI of suspicious mammography findings |
title | Influence of residual fat signal on diffusion kurtosis MRI of suspicious mammography findings |
title_full | Influence of residual fat signal on diffusion kurtosis MRI of suspicious mammography findings |
title_fullStr | Influence of residual fat signal on diffusion kurtosis MRI of suspicious mammography findings |
title_full_unstemmed | Influence of residual fat signal on diffusion kurtosis MRI of suspicious mammography findings |
title_short | Influence of residual fat signal on diffusion kurtosis MRI of suspicious mammography findings |
title_sort | influence of residual fat signal on diffusion kurtosis mri of suspicious mammography findings |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7413543/ https://www.ncbi.nlm.nih.gov/pubmed/32764721 http://dx.doi.org/10.1038/s41598-020-70154-3 |
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