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Showing 1 to 2 of 2 for “"Drug Sensitivity Prediction"”.
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An ensemble based approach for drug sensitivity prediction
Drug sensitivity prediction based on genomic characterization remains a significant challenge in the area of systems medicine. Multiple approaches have been proposed for mapping genomic characterization to drug sensitivity and among them ensemble based learning techniques such as random forests …
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Development and evaluation of machine learning algorithms for biomedical applications
Gene network inference and drug response prediction are two important problems in computational biomedicine. The former helps scientists better understand the functional elements and regulatory circuits of cells. The latter helps a physician gain full understanding of the effective treatment on …