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Current mammographic screening for breast cancer is less effective for younger women. To complement mammography for premenopausal women, we investigated the feasibility screening test using 98 blood serum proteins. Because the data set was very noisy and contained only weak features, we used a classifier designed for noisy data: decision fusion. Decision fusion outperformed both a support vector machine...
Computer-assisted decision (CAD) systems are becoming increasingly popular for the diagnostic interpretation of radiologic images. These CAD systems often involve the stacked generalization of several different decision models. Combining decision models is a common meta-analysis strategy to improve upon the diagnostic performance of each individual model. This study investigates how different data...
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