One-Class Classification of Mammograms Using Trace Transform Functionals.

IEEE Transactions on Instrumentation and Measurement(2014)

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摘要
Mammography is one of the first diagnostic tests to prescreen breast cancer. Early detection of breast cancer has been known to improve recovery rates to a great extent. In most medical centers, experienced radiologists are given the responsibility of analyzing mammograms. But, there is always a possibility of human error. Errors can frequently occur as a result of fatigue of the observer, resulti...
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关键词
Transforms,Feature extraction,Breast cancer,Design automation,Support vector machines,Pipelines
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