• Capsule Network Based Modeling of Multi-omics Data for Discovery of Breast Cancer-Related Genes

    12 days ago - By IEEE/ACM

    Breast cancer is one of the most common cancers all over the world, which bring about more than 450,000 deaths each year. Although this malignancy has been extensively studied by a large number of researchers, its prognosis is still poor. Since therapeutic advance can be obtained based on gene signatures, there is an urgent need to discover genes related to breast cancer that may help uncover the mechanisms in cancer progression. We propose a deep learning method for the discovery of breast cancer-related genes by using Capsule Network based Modeling of Multi-omics Data. In CapsNetMMD, we...
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