Development of Breast Ultrasound CAD System for Screening

机译：乳腺超声CAD筛查系统的研制

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Mass screening of breast cancer utilizing mammography (MMG) has been widely carried out. However, MMG might not be able to depict small impalpable masses in dense breast tissue clearly. We have developed a computer-aided detection (CAD) scheme in whole breast ultrasound (US) system for mass screening which has been developed by ALOKA CO., LTD., Japan. Our CAD scheme and image processing techniques have the following three benefits. 1. Indication of mass candidates by our CAD scheme. 2. Visualization of breast US images in two views of B-planes (CC View and ML View) and C-plane. 3. Comparison of left and right breast images as in MMG. The performance of the CAD scheme in detecting malignant masses on an initial study has a true positive fraction of 0.91 (10/11) at a 0.69 (633/924) false positive per image. Although mass screening utilizing US was not appropriate because images acquired by conventional hand probe were poor in reproduction, the problem could be solved in our system.

机译：利用乳房X线照相术（MMG）对乳腺癌进行大规模筛查已被广泛进行。但是，MMG可能无法清晰地描绘出致密的乳腺组织中较小的无法穿透的肿块。我们已经开发了由日本ALOKA CO。，LTD。开发的全乳腺超声（US）系统中的计算机辅助检测（CAD）方案，以进行大众筛查。我们的CAD方案和图像处理技术具有以下三个优点。 1.通过我们的CAD计划指示应聘者。 2.在B平面（CC视图和ML视图）和C平面的两个视图中可视化乳腺US图像。 3.比较MMG中的左右乳房图像。初步研究中，CAD方案在检测恶性肿块方面的性能在每个图像上有0.69（633/924）假阳性的情况下，真阳性率为0.91（10/11）。尽管使用US进行大规模筛选是不合适的，因为通过常规手动探针获取的图像再现性较差，但是可以在我们的系统中解决该问题。

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来源
《International Workshop on Digital Mammography(IWDM 2006); 20060618-21; Manchester(GB)》|2006年|P.392-398|共7页
会议地点 Manchester(GB)
作者
Daisuke Fukuoka; Yuji Ikedo; Takeshi Hara; Hiroshi Fujita; Etsuo Takada; Tokiko Endo; Takako Morita;
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Technology Education, Faculty of Education, Gifu University, Japan;

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原文格式 PDF
正文语种 eng
中图分类生物医学工程;
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1. DEVELOPMENT OF A PROTOTYPE 3D ULTRASOUND BREAST SCREENING SYSTEM [J] . KS. Tan, R Saatchi The mediterranean journal of electronics and communications . 2011,第3期

机译：原型3D超声乳房检查系统的开发
2. Development of whole breast ultrasound system with CAD function [J] . Yuji IKEDO, Daisuke FUKUOKA, Gobert LEE, 電子情報通信学会技術研究報告 . 2009,第385期

机译：开发具有CAD功能的全乳超声系统
3. Interpretation Time Using a Concurrent-Read Computer-Aided Detection System for Automated Breast Ultrasound in Breast Cancer Screening of Women With Dense Breast Tissue [J] . Jiang Yulei, Inciardi Marc F., Edwards Alexandra V, AJR: American Journal of Roentgenology : Including Diagnostic Radiology, Radiation Oncology, Nuclear Medicine, Ultrasonography and Related Basic Sciences . 2018,第2期

机译：使用致密乳腺组织乳腺癌筛选自动乳房超声的并发读取计算机辅助检测系统的解释时间
4. Development of Breast Ultrasound CAD System for Screening [C] . Daisuke Fukuoka, Yuji Ikedo, Takeshi Hara, International Workshop on Digital Mammography(IWDM 2006) . 2006

机译：乳房超声CAD系统进行筛选
5. An investigation of a prototype acousto-optic transmission ultrasound imaging system for improved breast cancer screening sensitivity. [D] . Rosenfield, Jonathan Robert. 2015

机译：用于改善乳腺癌筛查敏感性的声光透射超声成像系统原型的研究。
6. Follow-Up Intervals for Breast Imaging Reporting and Data System Category 3 Lesions on Screening Ultrasound in Screening and Tertiary Referral Centers [O] . Sun Huh, Hee Jung Suh, Eun-Kyung Kim, 2020

机译：乳房成像报告和数据系统的后续间隔3类筛选和第三推荐中心筛选超声波的损伤
7. Role of Automated Breast Ultrasound System (ABUS) as Screening Tool in Comparison To Mammogram in Detect of Different Breast Lesions [O] . Marwan A. Mohammed, Hanan M. Arafa, Ahmed M. Bassiouny 2018

机译：自动乳房超声系统（ABUS）作为筛选工具的作用与乳房X线图检测不同乳腺病变
8. Computerized Ultrasound Risk Evaluation (CURE) System: Development of Combined Transmission and Reflection Ultrasound with New Reconstruction Algorithms for Breast Imaging [R] . Littrup, P. J., Duric, N., Azevedo, S., 2001

机译：计算机超声风险评估（CURE）系统：联合传输和反射超声与乳腺成像新重建算法的发展

Development of Breast Ultrasound CAD System for Screening

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