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A. E. Fish

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Evolutionary Biology· 1

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Approach:deep learning· 1 Assay:DNA methylation· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Organism:mouse· 1 Approach:statistical model· 1 Assay:whole-genome sequencing· 1

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J. A. Capra· 1 shared L. Chen· 1 shared

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2018-2018 · peak 1/yr

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1 shared paperEvolutionary Biology

J. A. Capra

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1 paper

Recent·Most cited

Deep learning reveals evolutionary conservation and divergence of sequence properties underlying gene regulatory enhancers across mammals

L. Chen, A. E. Fish, J. A. Capra

The paper uses machine learning to show that short DNA sequence patterns predictive of enhancers are conserved across mammals, while more complex patterns show greater divergence.

bioRxiv · Mar 5, 2018Evolutionary Biology