One-Class Classification of Mammograms Using Trace Transform Functionals.
IEEE Transactions on Instrumentation and Measurement(2014)
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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