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Primary Rectal Cancer: Repeatability of Global and Local-Regional MR Imaging Texture Features
PURPOSE: To assess the day-to-day repeatability of global and local-regional magnetic resonance (MR) imaging texture features derived from primary rectal cancer. MATERIALS AND METHODS: After ethical approval and patient informed consent were obtained, two pretreatment T2-weighted axial MR imaging st...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Radiological Society of North America
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6150741/ https://www.ncbi.nlm.nih.gov/pubmed/28481194 http://dx.doi.org/10.1148/radiol.2017161375 |
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author | Gourtsoyianni, Sofia Doumou, Georgia Prezzi, Davide Taylor, Benjamin Stirling, J. James Taylor, N. Jane Siddique, Musib Cook, Gary J. R. Glynne-Jones, Robert Goh, Vicky |
author_facet | Gourtsoyianni, Sofia Doumou, Georgia Prezzi, Davide Taylor, Benjamin Stirling, J. James Taylor, N. Jane Siddique, Musib Cook, Gary J. R. Glynne-Jones, Robert Goh, Vicky |
author_sort | Gourtsoyianni, Sofia |
collection | PubMed |
description | PURPOSE: To assess the day-to-day repeatability of global and local-regional magnetic resonance (MR) imaging texture features derived from primary rectal cancer. MATERIALS AND METHODS: After ethical approval and patient informed consent were obtained, two pretreatment T2-weighted axial MR imaging studies performed prospectively with the same imaging unit on 2 consecutive days in 14 patients with rectal cancer (11 men [mean age, 61.7 years], three women [mean age, 70.0 years]) were analyzed to extract (a) global first-order statistical histogram and model-based fractal features reflecting the whole-tumor voxel intensity histogram distribution and repeating patterns, respectively, without spatial information and (b) local-regional second-order and high-order statistical texture features reflecting the intensity and spatial interrelationships between adjacent in-plane or multiplanar voxels or regions, respectively. Repeatability was assessed for 46 texture features, and mean difference, 95% limits of agreement, within-subject coefficient of variation (wCV), and repeatability coefficient (r) were recorded. RESULTS: Repeatability was better for global parameters than for most local-regional parameters. In particular, histogram mean, median, and entropy, fractal dimension mean and standard deviation, and second-order entropy, homogeneity, difference entropy, and inverse difference moment demonstrated good repeatability, with narrow limits of agreement and wCVs of 10% or lower. Repeatability was poorest for the following high-order gray-level run-length (GLRL) gray-level zone size matrix (GLZSM) and neighborhood gray-tone difference matrix (NGTDM) parameters: GLRL intensity variability, GLZSM short-zone emphasis, GLZSM intensity nonuniformity, GLZSM intensity variability, GLZSM size zone variability, and NGTDM complexity, demonstrating wider agreement limits and wCVs of 50% or greater. CONCLUSION: MR imaging repeatability is better for global texture parameters than for local-regional texture parameters, indicating that global texture parameters should be sufficiently robust for clinical practice. Online supplemental material is available for this article. |
format | Online Article Text |
id | pubmed-6150741 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Radiological Society of North America |
record_format | MEDLINE/PubMed |
spelling | pubmed-61507412018-09-24 Primary Rectal Cancer: Repeatability of Global and Local-Regional MR Imaging Texture Features Gourtsoyianni, Sofia Doumou, Georgia Prezzi, Davide Taylor, Benjamin Stirling, J. James Taylor, N. Jane Siddique, Musib Cook, Gary J. R. Glynne-Jones, Robert Goh, Vicky Radiology Original Research PURPOSE: To assess the day-to-day repeatability of global and local-regional magnetic resonance (MR) imaging texture features derived from primary rectal cancer. MATERIALS AND METHODS: After ethical approval and patient informed consent were obtained, two pretreatment T2-weighted axial MR imaging studies performed prospectively with the same imaging unit on 2 consecutive days in 14 patients with rectal cancer (11 men [mean age, 61.7 years], three women [mean age, 70.0 years]) were analyzed to extract (a) global first-order statistical histogram and model-based fractal features reflecting the whole-tumor voxel intensity histogram distribution and repeating patterns, respectively, without spatial information and (b) local-regional second-order and high-order statistical texture features reflecting the intensity and spatial interrelationships between adjacent in-plane or multiplanar voxels or regions, respectively. Repeatability was assessed for 46 texture features, and mean difference, 95% limits of agreement, within-subject coefficient of variation (wCV), and repeatability coefficient (r) were recorded. RESULTS: Repeatability was better for global parameters than for most local-regional parameters. In particular, histogram mean, median, and entropy, fractal dimension mean and standard deviation, and second-order entropy, homogeneity, difference entropy, and inverse difference moment demonstrated good repeatability, with narrow limits of agreement and wCVs of 10% or lower. Repeatability was poorest for the following high-order gray-level run-length (GLRL) gray-level zone size matrix (GLZSM) and neighborhood gray-tone difference matrix (NGTDM) parameters: GLRL intensity variability, GLZSM short-zone emphasis, GLZSM intensity nonuniformity, GLZSM intensity variability, GLZSM size zone variability, and NGTDM complexity, demonstrating wider agreement limits and wCVs of 50% or greater. CONCLUSION: MR imaging repeatability is better for global texture parameters than for local-regional texture parameters, indicating that global texture parameters should be sufficiently robust for clinical practice. Online supplemental material is available for this article. Radiological Society of North America 2017-08 2017-05-05 /pmc/articles/PMC6150741/ /pubmed/28481194 http://dx.doi.org/10.1148/radiol.2017161375 Text en 2017 by the Radiological Society of North America, Inc. http://creativecommons.org/licenses/by/4.0/ Published under a (http://creativecommons.org/licenses/by/4.0/) CC BY 4.0 license. |
spellingShingle | Original Research Gourtsoyianni, Sofia Doumou, Georgia Prezzi, Davide Taylor, Benjamin Stirling, J. James Taylor, N. Jane Siddique, Musib Cook, Gary J. R. Glynne-Jones, Robert Goh, Vicky Primary Rectal Cancer: Repeatability of Global and Local-Regional MR Imaging Texture Features |
title | Primary Rectal Cancer: Repeatability of Global and Local-Regional MR Imaging Texture Features |
title_full | Primary Rectal Cancer: Repeatability of Global and Local-Regional MR Imaging Texture Features |
title_fullStr | Primary Rectal Cancer: Repeatability of Global and Local-Regional MR Imaging Texture Features |
title_full_unstemmed | Primary Rectal Cancer: Repeatability of Global and Local-Regional MR Imaging Texture Features |
title_short | Primary Rectal Cancer: Repeatability of Global and Local-Regional MR Imaging Texture Features |
title_sort | primary rectal cancer: repeatability of global and local-regional mr imaging texture features |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6150741/ https://www.ncbi.nlm.nih.gov/pubmed/28481194 http://dx.doi.org/10.1148/radiol.2017161375 |
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