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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...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
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).
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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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