Machine Learning in Genomic Medicine: A Review of Computational Problems and Data Sets

    Proceedings of the IEEE, Volume 104, Issue 1, 2015, Pages 176-197.

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    Keywords:
    Computational biologydeep learninggenetic variantsgenome analysisgenome biologyMore(3+)

    Abstract:

    In this paper, we provide an introduction to machine learning tasks that address important problems in genomic medicine. One of the goals of genomic medicine is to determine how variations in the DNA of individuals can affect the risk of different diseases, and to find causal explanations so that targeted therapies can be designed. Here w...More

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