在乳房x光检查中早期检测乳腺癌的算法

I. Bankman, W. Christens-Barry, I. Weinberg, Dong W. Kim, R. Semmel, W. Brody
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引用次数: 13

摘要

提出了一种新颖的算法,专门用于检测微钙化簇,这是乳腺癌的早期乳房x线摄影征象。该算法可以在通用计算机中实现,旨在通过指示可疑簇的位置来协助放射科医生。从乳房x光片中提取少量参数(特征),并用于不需要人工监督的决策过程。
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An algorithm for early breast cancer detection in mammograms
Presents a novel algorithm specifically designed for detecting clusters of microcalcifications that are early mammographic signs of breast cancer. The algorithm, which can be implemented in a general-purpose computer, is intended to assist the radiologist by indicating the location of suspicious clusters. A small number of parameters (features) are extracted from the mammogram and used in a decision-making process that requires no human supervision.<>
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