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Deep neural networks with controlled variable selection for the identification of putative causal genetic variants

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Deep neural networks (DNNs) have been successfully utilized in many scientific problems for their high prediction accuracy, but their application to genetic studies remains challenging due to their poor interpretability. Here we consider the problem of scalabl... ...