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乳房X光检查与计算机决策系统:综述

Mammography and computerized decision systems: a review.

作者信息

Roque Antônio C, André Túlio C S S

机构信息

Departamento de Física e Matemática, FFCLRP, Universidade de São Paulo, Brazil.

出版信息

Ann N Y Acad Sci. 2002 Dec;980:83-94. doi: 10.1111/j.1749-6632.2002.tb04890.x.

DOI:10.1111/j.1749-6632.2002.tb04890.x
PMID:12594083
Abstract

Computer-aided diagnosis (CAD) systems in mammography have been developed and investigated for several years and recently they have left the research stage to enter the clinical stage. The purpose of this article is to review the present situation of mammography for breast cancer detection and the role played by CAD systems. Results from the recent literature show that CAD systems have the potential to improve the sensitivities of radiologists in the detection of malignant clustered microcalcifications and masses, while keeping specificities at acceptable levels. This leads to the conclusion that CAD systems can be incorporated into clinical practice as a double reading option to radiologists. However, some issues have yet to be tackled for CAD systems to gain better acceptance and more widespread use worldwide.

摘要

乳腺钼靶计算机辅助诊断(CAD)系统已开发并研究了数年,最近它们已走出研究阶段,进入临床阶段。本文旨在综述乳腺钼靶用于乳腺癌检测的现状以及CAD系统所起的作用。近期文献的结果表明,CAD系统有潜力提高放射科医生检测恶性簇状微钙化和肿块的敏感度,同时将特异度保持在可接受水平。由此得出结论,CAD系统可作为放射科医生的双重读片选项纳入临床实践。然而,CAD系统要在全球获得更好的接受度和更广泛的应用,仍有一些问题有待解决。

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1
Mammography and computerized decision systems: a review.乳房X光检查与计算机决策系统:综述
Ann N Y Acad Sci. 2002 Dec;980:83-94. doi: 10.1111/j.1749-6632.2002.tb04890.x.
2
Computer-aided detection in full-field digital mammography: sensitivity and reproducibility in serial examinations.全视野数字乳腺摄影中的计算机辅助检测:系列检查中的敏感性和可重复性
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Mammography screening using independent double reading with consensus: is there a potential benefit for computer-aided detection?采用独立双读并达成共识的乳腺X线筛查:计算机辅助检测是否有潜在益处?
Acta Radiol. 2012 Apr 1;53(3):241-8. doi: 10.1258/ar.2011.110452. Epub 2012 Jan 27.
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[Mammography reading with CAD (computer aided detection): experiences and problems].[使用计算机辅助检测(CAD)进行乳腺钼靶阅片:经验与问题]
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Computer-aided detection and diagnosis of breast cancer with mammography: recent advances.乳腺钼靶摄影术对乳腺癌的计算机辅助检测与诊断:最新进展
IEEE Trans Inf Technol Biomed. 2009 Mar;13(2):236-51. doi: 10.1109/TITB.2008.2009441. Epub 2009 Jan 20.
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CAD systems for mammography: a real opportunity? A review of the literature.用于乳腺钼靶摄影的计算机辅助检测系统:一个真正的机遇?文献综述
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[The research of mammography based on Bayesian classification].基于贝叶斯分类的乳腺X线摄影研究
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[Application of a computer-aided detection (CAD) system to digitalized mammograms for identifying microcalcifications].[计算机辅助检测(CAD)系统在数字化乳腺钼靶片中识别微钙化的应用]
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Current status of CAD utilizing digital mammography in Japan.日本利用数字乳腺 X 线摄影术进行 CAD 的现状。
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引用本文的文献

1
Deep Learning to Distinguish Recalled but Benign Mammography Images in Breast Cancer Screening.深度学习在乳腺癌筛查中区分召回的良性乳腺 X 光图像。
Clin Cancer Res. 2018 Dec 1;24(23):5902-5909. doi: 10.1158/1078-0432.CCR-18-1115. Epub 2018 Oct 11.
2
Histopathological image analysis: a review.组织病理学图像分析:综述。
IEEE Rev Biomed Eng. 2009;2:147-71. doi: 10.1109/RBME.2009.2034865. Epub 2009 Oct 30.
3
"Hippocrates-mst": a prototype for computer-aided microcalcification analysis and risk assessment for breast cancer.
“希波克拉底 - MST”:一种用于乳腺癌计算机辅助微钙化分析和风险评估的原型。
Med Biol Eng Comput. 2006 Nov;44(11):1007-15. doi: 10.1007/s11517-006-0117-2. Epub 2006 Oct 27.