Contrast Enhancement in Dense Breast Images to Aid Clustered Microcalcifications Detection

Fátima L. S. Nunes; Homero Schiabel; Claudio E. Goes

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Contrast Enhancement in Dense Breast Images to Aid Clustered Microcalcifications Detection

机译：浓密的乳腺图像的对比度增强，以帮助群集微钙化检测。

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摘要

This paper presents a method to provide contrast enhancement in dense breast digitized images, which are difficult cases in testing of computer-aided diagnosis (CAD) schemes. Three techniques were developed, and data from each method were combined to provide a better result in relation to detection of clustered microcalcifications. Results obtained during the tests indicated that, by combining all the developed techniques, it is possible to improve the performance of a processing scheme designed to detect microcalcification clusters. It also allows operators to distinguish some of these structures in low-contrast images, which were not detected via conventional processing before the contrast enhancement. This investigation shows the possibility of improving CAD schemes for better detection of microcalcifications in dense breast images.

机译：本文提出了一种在密集的乳房数字化图像中提供对比度增强的方法，这在计算机辅助诊断（CAD）方案的测试中是困难的情况。开发了三种技术，并且结合了每种方法的数据，以提供与检测簇状微钙化有关的更好结果。测试期间获得的结果表明，通过结合所有已开发的技术，可以改善旨在检测微钙化簇的处理方案的性能。它还允许操作员在低对比度图像中区分出其中一些结构，而在对比度增强之前，这些结构是无法通过常规处理检测到的。这项调查显示了改进CAD方案以更好地检测乳腺图像中微钙化的可能性。

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来源
《Journal of Digital Imaging》 |2007年第1期|53-66|共14页
作者
Fátima L. S. Nunes; Homero Schiabel; Claudio E. Goes;
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作者单位

Programa de Pós-Graduação em Ciência da Computação Centro Universitário Eurípides de Marília Av. Hygino Muzzi Filho 529-Campus Universitário 17525-901 Marília SP Brazil;

Departamento de Engenharia Elétrica EESC Universidade de São Paulo Av. Trabalhador Saocarlense 400-13566-590 São Carlos SP Brazil;

Departamento de Engenharia Elétrica EESC Universidade de São Paulo Av. Trabalhador Saocarlense 400-13566-590 São Carlos SP Brazil;

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原文格式 PDF
正文语种 eng
中图分类
关键词
Image processing; contrast enhancement; dense breasts; microcalcifications; mammography;

机译：图像处理;对比度增强;丰胸;微钙化;乳腺X线摄影;

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专利

1. Computer-aided detection system for clustered microcalcifications in digital breast tomosynthesis using joint information from volumetric and planar projection images. [J] . Ravi K Samala, Heang-Ping Chan, Yao Lu, Physics in medicine and biology. . 2015,第21期

机译：计算机辅助检测系统，用于使用体积和平面投影图像中的联合信息，对数字化乳房断层合成中的集群微钙化进行检测。
2. Digital breast tomosynthesis: computer-aided detection of clustered microcalcifications on planar projection images [J] . Samala Ravi K., Chan Heang-Ping, Lu Yao, Physics in medicine and biology. . 2014,第23期

机译：数字化胸部断层合成：计算机辅助检测平面投影图像上的簇状微钙化
3. Breast cancer in dense breast: detection with contrast-enhanced dynamic MR imaging. [J] . Kawashima H, Matsui O, Suzuki M, Journal of magnetic resonance imaging: JMRI . 2000,第3期

机译：乳腺密实的乳腺癌：使用增强对比的动态MR成像进行检测。
4. A method to contrast enhancement of digital dense breast images aimed to detect clustered microcalcifications [C] . Nunes, F.L.S., Schiabel, Image Processing, 2001. Proceedings. 2001 International Conference on . 2001

机译：一种旨在增强数字密集乳腺图像对比度增强的方法，旨在检测成簇的微钙化
5. Pattern recognition applied to the computer-aided detection and diagnosis of breast cancer from dynamic contrast-enhanced magnetic resonance breast images. [D] . Levman, Jacob. 2010

机译：模式识别从动态对比增强的磁共振乳腺图像应用于计算机辅助乳腺癌的检测和诊断。
6. Contrast Enhancement in Dense Breast Images to Aid Clustered Microcalcifications Detection [O] . Fátima L. S. Nunes, Homero Schiabel, Claudio E. Goes 2007

机译：浓密的乳腺图像的对比度增强以帮助群集微钙化检测。
7. Contrast Enhancement in Dense Breast Images to Aid Clustered Microcalcifications Detection [O] . Nunes, Fátima L. S., Schiabel, Homero, Goes, Claudio E. 2006

机译：浓密的乳腺图像的对比度增强，以帮助群集微钙化检测。

Contrast Enhancement in Dense Breast Images to Aid Clustered Microcalcifications Detection

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