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Semi-Automated Segmentation of Bone Metastases from Whole-Body MRI: Reproducibility of Apparent Diffusion Coefficient Measurements
Using semi-automated software simplifies quantitative analysis of the visible burden of disease on whole-body MRI diffusion-weighted images. To establish the intra- and inter-observer reproducibility of apparent diffusion coefficient (ADC) measures, we retrospectively analyzed data from 20 patients...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7998160/ https://www.ncbi.nlm.nih.gov/pubmed/33799913 http://dx.doi.org/10.3390/diagnostics11030499 |
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author | Colombo, Alberto Saia, Giulia Azzena, Alcide A. Rossi, Alice Zugni, Fabio Pricolo, Paola Summers, Paul E. Marvaso, Giulia Grimm, Robert Bellomi, Massimo Jereczek-Fossa, Barbara A. Padhani, Anwar R. Petralia, Giuseppe |
author_facet | Colombo, Alberto Saia, Giulia Azzena, Alcide A. Rossi, Alice Zugni, Fabio Pricolo, Paola Summers, Paul E. Marvaso, Giulia Grimm, Robert Bellomi, Massimo Jereczek-Fossa, Barbara A. Padhani, Anwar R. Petralia, Giuseppe |
author_sort | Colombo, Alberto |
collection | PubMed |
description | Using semi-automated software simplifies quantitative analysis of the visible burden of disease on whole-body MRI diffusion-weighted images. To establish the intra- and inter-observer reproducibility of apparent diffusion coefficient (ADC) measures, we retrospectively analyzed data from 20 patients with bone metastases from breast (BCa; n = 10; aged 62.3 ± 14.8) or prostate cancer (PCa; n = 10; aged 67.4 ± 9.0) who had undergone examinations at two timepoints, before and after hormone-therapy. Four independent observers processed all images twice, first segmenting the entire skeleton on diffusion-weighted images, and then isolating bone metastases via ADC histogram thresholding (ADC: 650–1400 µm(2)/s). Dice Similarity, Bland-Altman method, and Intraclass Correlation Coefficient were used to assess reproducibility. Inter-observer Dice similarity was moderate (0.71) for women with BCa and poor (0.40) for men with PCa. Nonetheless, the limits of agreement of the mean ADC were just ±6% for women with BCa and ±10% for men with PCa (mean ADCs: 941 and 999 µm(2)/s, respectively). Inter-observer Intraclass Correlation Coefficients of the ADC histogram parameters were consistently greater in women with BCa than in men with PCa. While scope remains for improving consistency of the volume segmented, the observer-dependent variability measured in this study was appropriate to distinguish the clinically meaningful changes of ADC observed in patients responding to therapy, as changes of at least 25% are of interest. |
format | Online Article Text |
id | pubmed-7998160 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-79981602021-03-28 Semi-Automated Segmentation of Bone Metastases from Whole-Body MRI: Reproducibility of Apparent Diffusion Coefficient Measurements Colombo, Alberto Saia, Giulia Azzena, Alcide A. Rossi, Alice Zugni, Fabio Pricolo, Paola Summers, Paul E. Marvaso, Giulia Grimm, Robert Bellomi, Massimo Jereczek-Fossa, Barbara A. Padhani, Anwar R. Petralia, Giuseppe Diagnostics (Basel) Article Using semi-automated software simplifies quantitative analysis of the visible burden of disease on whole-body MRI diffusion-weighted images. To establish the intra- and inter-observer reproducibility of apparent diffusion coefficient (ADC) measures, we retrospectively analyzed data from 20 patients with bone metastases from breast (BCa; n = 10; aged 62.3 ± 14.8) or prostate cancer (PCa; n = 10; aged 67.4 ± 9.0) who had undergone examinations at two timepoints, before and after hormone-therapy. Four independent observers processed all images twice, first segmenting the entire skeleton on diffusion-weighted images, and then isolating bone metastases via ADC histogram thresholding (ADC: 650–1400 µm(2)/s). Dice Similarity, Bland-Altman method, and Intraclass Correlation Coefficient were used to assess reproducibility. Inter-observer Dice similarity was moderate (0.71) for women with BCa and poor (0.40) for men with PCa. Nonetheless, the limits of agreement of the mean ADC were just ±6% for women with BCa and ±10% for men with PCa (mean ADCs: 941 and 999 µm(2)/s, respectively). Inter-observer Intraclass Correlation Coefficients of the ADC histogram parameters were consistently greater in women with BCa than in men with PCa. While scope remains for improving consistency of the volume segmented, the observer-dependent variability measured in this study was appropriate to distinguish the clinically meaningful changes of ADC observed in patients responding to therapy, as changes of at least 25% are of interest. MDPI 2021-03-11 /pmc/articles/PMC7998160/ /pubmed/33799913 http://dx.doi.org/10.3390/diagnostics11030499 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ). |
spellingShingle | Article Colombo, Alberto Saia, Giulia Azzena, Alcide A. Rossi, Alice Zugni, Fabio Pricolo, Paola Summers, Paul E. Marvaso, Giulia Grimm, Robert Bellomi, Massimo Jereczek-Fossa, Barbara A. Padhani, Anwar R. Petralia, Giuseppe Semi-Automated Segmentation of Bone Metastases from Whole-Body MRI: Reproducibility of Apparent Diffusion Coefficient Measurements |
title | Semi-Automated Segmentation of Bone Metastases from Whole-Body MRI: Reproducibility of Apparent Diffusion Coefficient Measurements |
title_full | Semi-Automated Segmentation of Bone Metastases from Whole-Body MRI: Reproducibility of Apparent Diffusion Coefficient Measurements |
title_fullStr | Semi-Automated Segmentation of Bone Metastases from Whole-Body MRI: Reproducibility of Apparent Diffusion Coefficient Measurements |
title_full_unstemmed | Semi-Automated Segmentation of Bone Metastases from Whole-Body MRI: Reproducibility of Apparent Diffusion Coefficient Measurements |
title_short | Semi-Automated Segmentation of Bone Metastases from Whole-Body MRI: Reproducibility of Apparent Diffusion Coefficient Measurements |
title_sort | semi-automated segmentation of bone metastases from whole-body mri: reproducibility of apparent diffusion coefficient measurements |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7998160/ https://www.ncbi.nlm.nih.gov/pubmed/33799913 http://dx.doi.org/10.3390/diagnostics11030499 |
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