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  1. Article

    Open Access

    EvoAug: improving generalization and interpretability of genomic deep neural networks with evolution-inspired data augmentations

    Deep neural networks (DNNs) hold promise for functional genomics prediction, but their generalization capability may be limited by the amount of available data. To address this, we propose EvoAug, a suite of e...

    Nicholas Keone Lee, Ziqi Tang, Shushan Toneyan, Peter K. Koo in Genome Biology (2023)

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