MAPS: A Quantitative Radiomics Approach for Prostate Cancer Detection.

IEEE Transactions on Biomedical Engineering(2016)

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摘要
This paper presents a quantitative radiomics feature model for performing prostate cancer detection using multiparametric MRI (mpMRI). It incorporates a novel tumor candidate identification algorithm to efficiently and thoroughly identify the regions of concern and constructs a comprehensive radiomics feature model to detect tumorous regions. In contrast to conventional automated classification sc...
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关键词
Prostate cancer,Tumors,Feature extraction,Magnetic resonance imaging,Morphology,Biological system modeling
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