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MRI Texture Analysis of Background Parenchymal Enhancement of the Breast

PURPOSE: The purpose of this study was to determine texture parameters reflecting the background parenchymal enhancement (BPE) of the breast, which were acquired using texture analysis (TA). METHODS: We investigated 52 breasts of the 26 subjects who underwent dynamic contrast-enhanced MRI. One exper...

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Detalles Bibliográficos
Autores principales: Amano, Yasuo, Woo, Jun, Amano, Maki, Yanagisawa, Fumi, Yamamoto, Hiroshi, Tani, Mayumi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5546078/
https://www.ncbi.nlm.nih.gov/pubmed/28812015
http://dx.doi.org/10.1155/2017/4845909
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author Amano, Yasuo
Woo, Jun
Amano, Maki
Yanagisawa, Fumi
Yamamoto, Hiroshi
Tani, Mayumi
author_facet Amano, Yasuo
Woo, Jun
Amano, Maki
Yanagisawa, Fumi
Yamamoto, Hiroshi
Tani, Mayumi
author_sort Amano, Yasuo
collection PubMed
description PURPOSE: The purpose of this study was to determine texture parameters reflecting the background parenchymal enhancement (BPE) of the breast, which were acquired using texture analysis (TA). METHODS: We investigated 52 breasts of the 26 subjects who underwent dynamic contrast-enhanced MRI. One experienced reader scored BPE visually (i.e., minimal, mild, moderate, and marked). TA, including 12 texture parameters, was performed to distinguish the BPE scores quantitatively. Relationships between the visual BPE scores and texture parameters were evaluated using analysis of variance and receiver operating characteristic analysis. RESULTS: The variance and skewness of signal intensity were useful for differentiating between moderate and mild or minimal BPE or between mild and minimal BPE, respectively, with the cutoff value of 356.7 for variance and that of 0.21 for skewness. Some TA features could be useful for defining breast lesions from the BPE. CONCLUSION: TA may be useful for quantifying the BPE of the breast.
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spelling pubmed-55460782017-08-15 MRI Texture Analysis of Background Parenchymal Enhancement of the Breast Amano, Yasuo Woo, Jun Amano, Maki Yanagisawa, Fumi Yamamoto, Hiroshi Tani, Mayumi Biomed Res Int Research Article PURPOSE: The purpose of this study was to determine texture parameters reflecting the background parenchymal enhancement (BPE) of the breast, which were acquired using texture analysis (TA). METHODS: We investigated 52 breasts of the 26 subjects who underwent dynamic contrast-enhanced MRI. One experienced reader scored BPE visually (i.e., minimal, mild, moderate, and marked). TA, including 12 texture parameters, was performed to distinguish the BPE scores quantitatively. Relationships between the visual BPE scores and texture parameters were evaluated using analysis of variance and receiver operating characteristic analysis. RESULTS: The variance and skewness of signal intensity were useful for differentiating between moderate and mild or minimal BPE or between mild and minimal BPE, respectively, with the cutoff value of 356.7 for variance and that of 0.21 for skewness. Some TA features could be useful for defining breast lesions from the BPE. CONCLUSION: TA may be useful for quantifying the BPE of the breast. Hindawi 2017 2017-07-24 /pmc/articles/PMC5546078/ /pubmed/28812015 http://dx.doi.org/10.1155/2017/4845909 Text en Copyright © 2017 Yasuo Amano et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Amano, Yasuo
Woo, Jun
Amano, Maki
Yanagisawa, Fumi
Yamamoto, Hiroshi
Tani, Mayumi
MRI Texture Analysis of Background Parenchymal Enhancement of the Breast
title MRI Texture Analysis of Background Parenchymal Enhancement of the Breast
title_full MRI Texture Analysis of Background Parenchymal Enhancement of the Breast
title_fullStr MRI Texture Analysis of Background Parenchymal Enhancement of the Breast
title_full_unstemmed MRI Texture Analysis of Background Parenchymal Enhancement of the Breast
title_short MRI Texture Analysis of Background Parenchymal Enhancement of the Breast
title_sort mri texture analysis of background parenchymal enhancement of the breast
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5546078/
https://www.ncbi.nlm.nih.gov/pubmed/28812015
http://dx.doi.org/10.1155/2017/4845909
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