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Based on previous work on regional temporal mammogram registration, this study investigates the combination of image features measured from single regions (single features) and image features measured from the matched regions of temporal mammograms (temporal features) for the classification of malignant masses. Three SVM kernels, the multilayer perceptron kernel, the polynomial kernel, and the gaussian...
Missense/nonsense mutations, which are related to pathogenic conditions, are regarded as pathogenic mutations. The features of pathogenic mutations in gene coding regions are still unclear. To explore the pathogenic mutation features of human cancer-related genes, 1227 missense/nonsense mutations from 99 human cancer-related genes were analyzed. We found that the mutability in exonic splicing enhancers...
A method based on sublevel sets is presented for refining segmentation of screening mammograms. Initial segmentation is provided by an adaptive pyramid (AP) scheme which is viewed as seeding of the final segmentation by sublevel sets. Performance is tested with and without prior anisotropic smoothing and is compared to refinement based on component merging. The combination of anisotropic smoothing,...
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