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Value of Intra-Perinodular Textural Transition Features from MRI in Distinguishing Between Benign and Malignant Testicular Lesions

PURPOSE: To compare the performance of histogram analysis and intra-perinodular textural transition (Ipris) for distinguishing between benign and malignant testicular lesions. PATIENTS AND METHODS: This retrospective study included 76 patients with 80 pathologically confirmed testicular lesions (55...

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Autores principales: Zhang, Peipei, Min, Xiangde, Feng, Zhaoyan, Kang, Zhen, Li, Basen, Cai, Wei, Fan, Chanyuan, Yin, Xi, Xie, Jinke, Lv, Wenzhi, Wang, Liang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7850382/
https://www.ncbi.nlm.nih.gov/pubmed/33536790
http://dx.doi.org/10.2147/CMAR.S288378
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author Zhang, Peipei
Min, Xiangde
Feng, Zhaoyan
Kang, Zhen
Li, Basen
Cai, Wei
Fan, Chanyuan
Yin, Xi
Xie, Jinke
Lv, Wenzhi
Wang, Liang
author_facet Zhang, Peipei
Min, Xiangde
Feng, Zhaoyan
Kang, Zhen
Li, Basen
Cai, Wei
Fan, Chanyuan
Yin, Xi
Xie, Jinke
Lv, Wenzhi
Wang, Liang
author_sort Zhang, Peipei
collection PubMed
description PURPOSE: To compare the performance of histogram analysis and intra-perinodular textural transition (Ipris) for distinguishing between benign and malignant testicular lesions. PATIENTS AND METHODS: This retrospective study included 76 patients with 80 pathologically confirmed testicular lesions (55 malignant, 25 benign). All patients underwent preoperative T2-weighted imaging (T2WI) on a 3.0T MR scanner. All testicular lesions were manually segmented on axial T2WI, and histogram and Ipris features were extracted. Thirty enrolled patients were randomly selected to estimate the robustness of the features. We used intraclass correlation coefficients (ICCs) to evaluate intra- and interobserver agreement of features, independent t-test or Mann–Whitney U-test to compare features between benign and malignant lesions, and receiver operating characteristic curve analysis to evaluate the diagnostic performance of features. RESULTS: Eighteen histogram features and forty-eight Ipris features were extracted from T2WI of each lesion. Most (60/66) histogram and Ipris features had good robustness (ICC of both intra- and interobserver variabilities >0.6). Three histogram and nine Ipris features were significantly different between the benign and malignant groups. The area under the curve values for Energy, TotalEnergy, and Ipris_shell1_id_std were 0.807, 0.808, and 0.708, respectively, which were relatively higher than those of other features. CONCLUSION: Ipris features may be useful for identifying benign and malignant testicular tumors but have no significant advantage over conventional histogram features.
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spelling pubmed-78503822021-02-02 Value of Intra-Perinodular Textural Transition Features from MRI in Distinguishing Between Benign and Malignant Testicular Lesions Zhang, Peipei Min, Xiangde Feng, Zhaoyan Kang, Zhen Li, Basen Cai, Wei Fan, Chanyuan Yin, Xi Xie, Jinke Lv, Wenzhi Wang, Liang Cancer Manag Res Original Research PURPOSE: To compare the performance of histogram analysis and intra-perinodular textural transition (Ipris) for distinguishing between benign and malignant testicular lesions. PATIENTS AND METHODS: This retrospective study included 76 patients with 80 pathologically confirmed testicular lesions (55 malignant, 25 benign). All patients underwent preoperative T2-weighted imaging (T2WI) on a 3.0T MR scanner. All testicular lesions were manually segmented on axial T2WI, and histogram and Ipris features were extracted. Thirty enrolled patients were randomly selected to estimate the robustness of the features. We used intraclass correlation coefficients (ICCs) to evaluate intra- and interobserver agreement of features, independent t-test or Mann–Whitney U-test to compare features between benign and malignant lesions, and receiver operating characteristic curve analysis to evaluate the diagnostic performance of features. RESULTS: Eighteen histogram features and forty-eight Ipris features were extracted from T2WI of each lesion. Most (60/66) histogram and Ipris features had good robustness (ICC of both intra- and interobserver variabilities >0.6). Three histogram and nine Ipris features were significantly different between the benign and malignant groups. The area under the curve values for Energy, TotalEnergy, and Ipris_shell1_id_std were 0.807, 0.808, and 0.708, respectively, which were relatively higher than those of other features. CONCLUSION: Ipris features may be useful for identifying benign and malignant testicular tumors but have no significant advantage over conventional histogram features. Dove 2021-01-28 /pmc/articles/PMC7850382/ /pubmed/33536790 http://dx.doi.org/10.2147/CMAR.S288378 Text en © 2021 Zhang et al. http://creativecommons.org/licenses/by-nc/3.0/ This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php).
spellingShingle Original Research
Zhang, Peipei
Min, Xiangde
Feng, Zhaoyan
Kang, Zhen
Li, Basen
Cai, Wei
Fan, Chanyuan
Yin, Xi
Xie, Jinke
Lv, Wenzhi
Wang, Liang
Value of Intra-Perinodular Textural Transition Features from MRI in Distinguishing Between Benign and Malignant Testicular Lesions
title Value of Intra-Perinodular Textural Transition Features from MRI in Distinguishing Between Benign and Malignant Testicular Lesions
title_full Value of Intra-Perinodular Textural Transition Features from MRI in Distinguishing Between Benign and Malignant Testicular Lesions
title_fullStr Value of Intra-Perinodular Textural Transition Features from MRI in Distinguishing Between Benign and Malignant Testicular Lesions
title_full_unstemmed Value of Intra-Perinodular Textural Transition Features from MRI in Distinguishing Between Benign and Malignant Testicular Lesions
title_short Value of Intra-Perinodular Textural Transition Features from MRI in Distinguishing Between Benign and Malignant Testicular Lesions
title_sort value of intra-perinodular textural transition features from mri in distinguishing between benign and malignant testicular lesions
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7850382/
https://www.ncbi.nlm.nih.gov/pubmed/33536790
http://dx.doi.org/10.2147/CMAR.S288378
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