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Comparison of Diagnostic Test Accuracy of Cone-Beam Breast Computed Tomography and Digital Breast Tomosynthesis for Breast Cancer: A Systematic Review and Meta-Analysis Approach | |
2022-05-01 | |
发表期刊 | SENSORS |
ISSN | 1424-8220 |
EISSN | 1424-8220 |
卷号 | 22期号:9 |
发表状态 | 已发表 |
DOI | 10.3390/s22093594 |
摘要 | Background: Cone-beam breast computed tomography (CBBCT) and digital breast tomosynthesis (DBT) remain the main 3D modalities for X-ray breast imaging. This study aimed to systematically evaluate and meta-analyze the comparison of diagnostic accuracy of CBBCT and DBT to characterize breast cancers. Methods: Two independent reviewers identified screening on diagnostic studies from 1 January 2015 to 30 December 2021, with at least reported sensitivity and specificity for both CBBCT and DBT. A univariate pooled meta-analysis was performed using the random-effects model to estimate the sensitivity and specificity while other diagnostic parameters like the area under the ROC curve (AUC), positive likelihood ratio (LR+), and negative likelihood ratio (LR−) were estimated using the bivariate model. Results: The pooled sensitivity specificity, LR+ and LR− and AUC at 95% confidence interval are 86.7% (80.3–91.2), 87.0% (79.9–91.8), 6.28 (4.40–8.96), 0.17 (0.12–0.25) and 0.925 for the 17 included studies in DBT arm, respectively, while, 83.7% (54.6–95.7), 71.3% (47.5–87.2), 2.71 (1.39–5.29), 0.20 (0.04–1.05), and 0.831 are the pooled sensitivity specificity, LR+ and LR− and AUC for the five studies in the CBBCT arm, respectively. Conclusions: Our study demonstrates that DBT shows improved diagnostic performance over CBBCT regarding all estimated diagnostic parameters; with the statistical improvement in the AUC of DBT over CBBCT. The CBBCT might be a useful modality for breast cancer detection, thus we recommend more prospective studies on CBBCT application. © 2022 by the authors. Licensee MDPI, Basel, Switzerland. |
关键词 | Diseases Medical imaging Parameter estimation Random processes Sensitivity analysis Area under the ROC curve Breast Cancer Cone beam Cone-beam computed tomography Digital breast tomosynthesis Likelihood ratios Meta-analysis Sensitivity Sensitivity and specificity Specificity |
URL | 查看原文 |
收录类别 | SCI ; SCIE ; EI |
语种 | 英语 |
资助项目 | National Key Research and Development Program of China[2016YFC0104505] ; National Natural Science Foundation of China[61701492] ; Jiangsu Science and Technology Department[BK20170392] ; Suzhou Municipal Science and Technology Bureau[SYG201825] ; Chinese Government Scholarship[2017GXZ021382] |
WOS研究方向 | Chemistry ; Engineering ; Instruments & Instrumentation |
WOS类目 | Chemistry, Analytical ; Engineering, Electrical & Electronic ; Instruments & Instrumentation |
WOS记录号 | WOS:000794398400001 |
出版者 | MDPI |
EI入藏号 | 20221912091798 |
EI主题词 | Computerized tomography |
EI分类号 | 461.1 Biomedical Engineering ; 723.5 Computer Applications ; 746 Imaging Techniques ; 921 Mathematics ; 922.1 Probability Theory |
原始文献类型 | Journal article (JA) |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/180925 |
专题 | 生物医学工程学院_PI研究组_沈定刚组 |
通讯作者 | Zheng, Jian; Yang, Xiaodong |
作者单位 | 1.Chinese Acad Sci, Suzhou Inst Biomed Engn & Technol, Dept Med Imaging, Suzhou 215163, Peoples R China 2.ShanghaiTech Univ, Sch Biomed Engn, Shanghai 201210, Peoples R China 3.Univ Sci & Technol China, Sch Biomed Engn Suzhou, Div Life Sci & Med, Hefei 230026, Peoples R China 4.Harbin Med Univ, Mol Imaging Res Ctr, Harbin 150028, Peoples R China 5.Harbin Med Univ, TOF PET CT MR Ctr, Hosp 4, Harbin 150028, Peoples R China |
第一作者单位 | 生物医学工程学院 |
推荐引用方式 GB/T 7714 | Komolafe, Temitope Emmanuel,Zhang, Cheng,Olagbaju, Oluwatosin Atinuke,et al. Comparison of Diagnostic Test Accuracy of Cone-Beam Breast Computed Tomography and Digital Breast Tomosynthesis for Breast Cancer: A Systematic Review and Meta-Analysis Approach[J]. SENSORS,2022,22(9). |
APA | Komolafe, Temitope Emmanuel.,Zhang, Cheng.,Olagbaju, Oluwatosin Atinuke.,Yuan, Gang.,Du, Qiang.,...&Yang, Xiaodong.(2022).Comparison of Diagnostic Test Accuracy of Cone-Beam Breast Computed Tomography and Digital Breast Tomosynthesis for Breast Cancer: A Systematic Review and Meta-Analysis Approach.SENSORS,22(9). |
MLA | Komolafe, Temitope Emmanuel,et al."Comparison of Diagnostic Test Accuracy of Cone-Beam Breast Computed Tomography and Digital Breast Tomosynthesis for Breast Cancer: A Systematic Review and Meta-Analysis Approach".SENSORS 22.9(2022). |
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