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The impact of computed high b-value images on the diagnostic accuracy of DWI for prostate cancer: A receiver operating characteristics analysis
To evaluate the performance of computed high b value diffusion-weighted images (DWI) in prostate cancer detection. 97 consecutive patients who had undergone multiparametric MRI of the prostate followed by biopsy were reviewed. Five radiologists independently scored 138 lesions on native high b-value...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5821845/ https://www.ncbi.nlm.nih.gov/pubmed/29467370 http://dx.doi.org/10.1038/s41598-018-21523-6 |
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author | Ning, Peigang Shi, Dapeng Sonn, Geoffrey A. Vasanawala, Shreyas S. Loening, Andreas M. Ghanouni, Pejman Obara, Piotr Shin, Lewis K. Fan, Richard E. Hargreaves, Brian A. Daniel, Bruce L. |
author_facet | Ning, Peigang Shi, Dapeng Sonn, Geoffrey A. Vasanawala, Shreyas S. Loening, Andreas M. Ghanouni, Pejman Obara, Piotr Shin, Lewis K. Fan, Richard E. Hargreaves, Brian A. Daniel, Bruce L. |
author_sort | Ning, Peigang |
collection | PubMed |
description | To evaluate the performance of computed high b value diffusion-weighted images (DWI) in prostate cancer detection. 97 consecutive patients who had undergone multiparametric MRI of the prostate followed by biopsy were reviewed. Five radiologists independently scored 138 lesions on native high b-value images (b = 1200 s/mm(2)), apparent diffusion coefficient (ADC) maps, and computed high b-value images (contrast equivalent to b = 2000 s/mm(2)) to compare their diagnostic accuracy. Receiver operating characteristic (ROC) analysis and McNemar’s test were performed to assess the relative performance of computed high b value DWI, native high b-value DWI and ADC maps. No significant difference existed in the area under the curve (AUC) for ROCs comparing B1200 (b = 1200 s/mm(2)) to computed B2000 (c-B2000) in 5 readers. In 4 of 5 readers c-B2000 had significantly increased sensitivity and/or decreased specificity compared to B1200 (McNemar’s p < 0.05), at selected thresholds of interpretation. ADC maps were less accurate than B1200 or c-B2000 for 2 of 5 readers (P < 0.05). This study detected no consistent improvement in overall diagnostic accuracy using c-B2000, compared with B1200 images. Readers detected more cancer with c-B2000 images (increased sensitivity) but also more false positive findings (decreased specificity). |
format | Online Article Text |
id | pubmed-5821845 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-58218452018-02-26 The impact of computed high b-value images on the diagnostic accuracy of DWI for prostate cancer: A receiver operating characteristics analysis Ning, Peigang Shi, Dapeng Sonn, Geoffrey A. Vasanawala, Shreyas S. Loening, Andreas M. Ghanouni, Pejman Obara, Piotr Shin, Lewis K. Fan, Richard E. Hargreaves, Brian A. Daniel, Bruce L. Sci Rep Article To evaluate the performance of computed high b value diffusion-weighted images (DWI) in prostate cancer detection. 97 consecutive patients who had undergone multiparametric MRI of the prostate followed by biopsy were reviewed. Five radiologists independently scored 138 lesions on native high b-value images (b = 1200 s/mm(2)), apparent diffusion coefficient (ADC) maps, and computed high b-value images (contrast equivalent to b = 2000 s/mm(2)) to compare their diagnostic accuracy. Receiver operating characteristic (ROC) analysis and McNemar’s test were performed to assess the relative performance of computed high b value DWI, native high b-value DWI and ADC maps. No significant difference existed in the area under the curve (AUC) for ROCs comparing B1200 (b = 1200 s/mm(2)) to computed B2000 (c-B2000) in 5 readers. In 4 of 5 readers c-B2000 had significantly increased sensitivity and/or decreased specificity compared to B1200 (McNemar’s p < 0.05), at selected thresholds of interpretation. ADC maps were less accurate than B1200 or c-B2000 for 2 of 5 readers (P < 0.05). This study detected no consistent improvement in overall diagnostic accuracy using c-B2000, compared with B1200 images. Readers detected more cancer with c-B2000 images (increased sensitivity) but also more false positive findings (decreased specificity). Nature Publishing Group UK 2018-02-21 /pmc/articles/PMC5821845/ /pubmed/29467370 http://dx.doi.org/10.1038/s41598-018-21523-6 Text en © The Author(s) 2018 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 Ning, Peigang Shi, Dapeng Sonn, Geoffrey A. Vasanawala, Shreyas S. Loening, Andreas M. Ghanouni, Pejman Obara, Piotr Shin, Lewis K. Fan, Richard E. Hargreaves, Brian A. Daniel, Bruce L. The impact of computed high b-value images on the diagnostic accuracy of DWI for prostate cancer: A receiver operating characteristics analysis |
title | The impact of computed high b-value images on the diagnostic accuracy of DWI for prostate cancer: A receiver operating characteristics analysis |
title_full | The impact of computed high b-value images on the diagnostic accuracy of DWI for prostate cancer: A receiver operating characteristics analysis |
title_fullStr | The impact of computed high b-value images on the diagnostic accuracy of DWI for prostate cancer: A receiver operating characteristics analysis |
title_full_unstemmed | The impact of computed high b-value images on the diagnostic accuracy of DWI for prostate cancer: A receiver operating characteristics analysis |
title_short | The impact of computed high b-value images on the diagnostic accuracy of DWI for prostate cancer: A receiver operating characteristics analysis |
title_sort | impact of computed high b-value images on the diagnostic accuracy of dwi for prostate cancer: a receiver operating characteristics analysis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5821845/ https://www.ncbi.nlm.nih.gov/pubmed/29467370 http://dx.doi.org/10.1038/s41598-018-21523-6 |
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