The center for causal discovery of biomedical knowledge from big data
作者： Gregory F Cooper , Ivet Bahar , Michael J Becich , Panayiotis V Benos , Jeremy Berg
DOI: 10.1093/JAMIA/OCV059
关键词:
摘要: The Big Data to Knowledge (BD2K) Center for Causal Discovery is developing and disseminating an integrated set of open source tools that support causal modeling discovery biomedical knowledge from large complex datasets. integrates teams data scientists focused on the refinement existing development new constraint-based Bayesian algorithms based networks, optimization software efficient operation in a supercomputing environment, testing developed using real 3 representative driving projects: cancer driver mutations, lung disease, functional connectome human brain. Associated training activities provide both with skills needed apply extend these tools. Collaborative BD2K Consortium further advance integrate resources by other centers.
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