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Clinical Application of Computer-Aided Diagnosis for Breast Ultrasonography: Factors That Lead to Discordant Results in Radial and Antiradial Planes

OBJECTIVE: To investigate factors that may lead to discordant results in radial and antiradial planes when applying a computer-aided diagnostic system (S-Detect(TM)) for breast ultrasound (US). METHODS: From May 2019 to September 2019, a total of 288 breast lesions from 286 consecutive women were an...

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Autores principales: Zhu, Ying, Zhan, Weiwei, Jia, Xiaohong, Liu, Juan, Zhou, Jianqiao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8882474/
https://www.ncbi.nlm.nih.gov/pubmed/35237075
http://dx.doi.org/10.2147/CMAR.S348463
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author Zhu, Ying
Zhan, Weiwei
Jia, Xiaohong
Liu, Juan
Zhou, Jianqiao
author_facet Zhu, Ying
Zhan, Weiwei
Jia, Xiaohong
Liu, Juan
Zhou, Jianqiao
author_sort Zhu, Ying
collection PubMed
description OBJECTIVE: To investigate factors that may lead to discordant results in radial and antiradial planes when applying a computer-aided diagnostic system (S-Detect(TM)) for breast ultrasound (US). METHODS: From May 2019 to September 2019, a total of 288 breast lesions from 286 consecutive women were analyzed. Diagnostic performance and diagnostic agreement of the CAD system between the radial and antiradial planes were calculated. Based on the CAD results in the radial and antiradial planes, the lesions were classified into two groups: the agreement group and the discordant group. Ultrasound imaging and clinicopathologic factors in the two groups were compared. RESULTS: Of the 288 breast lesions, 187 (64.7%) were benign, and 101 (35.3%) were malignant. There was no difference in diagnostic performance of the CAD system between the radial and antiradial planes. The diagnostic agreement of the CAD system between these two orthogonal planes was good (ĸ = 0.645). Compared to category 3, 4C and 5 lesions, category 4A and 4B lesions were more likely to have discordant CAD results. In the subgroup of malignant tumors, lesions diagnosed as carcinoma in situ (P = 0.014), staged as T1 (P = 0.013) and with low Ki-67 status (P = 0.024) were significantly associated with discordant CAD results. CONCLUSION: The CAD system for breast ultrasound has a favorable diagnostic performance, and discordant CAD results between the radial and antiradial planes were more frequent for BI-RADS category 4A-4B lesions and less invasive malignant lesions.
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spelling pubmed-88824742022-03-01 Clinical Application of Computer-Aided Diagnosis for Breast Ultrasonography: Factors That Lead to Discordant Results in Radial and Antiradial Planes Zhu, Ying Zhan, Weiwei Jia, Xiaohong Liu, Juan Zhou, Jianqiao Cancer Manag Res Original Research OBJECTIVE: To investigate factors that may lead to discordant results in radial and antiradial planes when applying a computer-aided diagnostic system (S-Detect(TM)) for breast ultrasound (US). METHODS: From May 2019 to September 2019, a total of 288 breast lesions from 286 consecutive women were analyzed. Diagnostic performance and diagnostic agreement of the CAD system between the radial and antiradial planes were calculated. Based on the CAD results in the radial and antiradial planes, the lesions were classified into two groups: the agreement group and the discordant group. Ultrasound imaging and clinicopathologic factors in the two groups were compared. RESULTS: Of the 288 breast lesions, 187 (64.7%) were benign, and 101 (35.3%) were malignant. There was no difference in diagnostic performance of the CAD system between the radial and antiradial planes. The diagnostic agreement of the CAD system between these two orthogonal planes was good (ĸ = 0.645). Compared to category 3, 4C and 5 lesions, category 4A and 4B lesions were more likely to have discordant CAD results. In the subgroup of malignant tumors, lesions diagnosed as carcinoma in situ (P = 0.014), staged as T1 (P = 0.013) and with low Ki-67 status (P = 0.024) were significantly associated with discordant CAD results. CONCLUSION: The CAD system for breast ultrasound has a favorable diagnostic performance, and discordant CAD results between the radial and antiradial planes were more frequent for BI-RADS category 4A-4B lesions and less invasive malignant lesions. Dove 2022-02-23 /pmc/articles/PMC8882474/ /pubmed/35237075 http://dx.doi.org/10.2147/CMAR.S348463 Text en © 2022 Zhu et al. https://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/ (https://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
Zhu, Ying
Zhan, Weiwei
Jia, Xiaohong
Liu, Juan
Zhou, Jianqiao
Clinical Application of Computer-Aided Diagnosis for Breast Ultrasonography: Factors That Lead to Discordant Results in Radial and Antiradial Planes
title Clinical Application of Computer-Aided Diagnosis for Breast Ultrasonography: Factors That Lead to Discordant Results in Radial and Antiradial Planes
title_full Clinical Application of Computer-Aided Diagnosis for Breast Ultrasonography: Factors That Lead to Discordant Results in Radial and Antiradial Planes
title_fullStr Clinical Application of Computer-Aided Diagnosis for Breast Ultrasonography: Factors That Lead to Discordant Results in Radial and Antiradial Planes
title_full_unstemmed Clinical Application of Computer-Aided Diagnosis for Breast Ultrasonography: Factors That Lead to Discordant Results in Radial and Antiradial Planes
title_short Clinical Application of Computer-Aided Diagnosis for Breast Ultrasonography: Factors That Lead to Discordant Results in Radial and Antiradial Planes
title_sort clinical application of computer-aided diagnosis for breast ultrasonography: factors that lead to discordant results in radial and antiradial planes
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8882474/
https://www.ncbi.nlm.nih.gov/pubmed/35237075
http://dx.doi.org/10.2147/CMAR.S348463
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