Computer-Aided Detection in Mammography

N. Karssemeijer
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引用次数: 2

Abstract

In breast cancer imaging many innovations continue to take place. This article discusses computer-aided detection (CAD) of breast cancer in mammograms, which is the first large-scale application of independent computerized interpretation of radiological images. Thousands of systems have already been installed worldwide and use of CAD is rapidly expanding with the introduction of digital mammography. Radiologists are generally pleased with the new technology, in particular for its ability to mark clustered microcalcifications with high sensitivity. However, most believe that the performance of CAD for mass detection should still be improved to make it more useful. Most clinical studies indicate that CAD is effective in practice, both for detection of masses and microcalcifications. Future developments show a trend towards using CAD not only for detection but also for characterization of lesions.

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乳腺x线摄影中的计算机辅助检测
在乳腺癌成像方面,许多创新仍在继续。本文讨论了计算机辅助检测(CAD)在乳房x线照片中的乳腺癌,这是第一次大规模应用独立的计算机解释放射图像。全世界已经安装了数以千计的系统,随着数字乳房x光检查的引入,CAD的使用正在迅速扩大。放射科医生普遍对这项新技术感到满意,特别是它能够以高灵敏度标记聚集的微钙化。然而,大多数人认为,质量检测的CAD性能仍应改进,使其更有用。大多数临床研究表明,无论是肿块还是微钙化的检测,CAD都是有效的。未来的发展趋势表明,使用CAD不仅用于检测,而且用于表征病变。
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