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Deep generative models of genetic variation capture the effects of mutations

The functions of proteins and RNAs are defined by the collective interactions of many residues, and yet most statistical models of biological sequences consider sites nearly independently. Recent approaches have demonstrated benefits of including interactions to capture pairwise covariation, but lea...

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Bibliografiske detaljer
Udgivet i:Nat Methods
Main Authors: Riesselman, Adam J., Ingraham, John B., Marks, Debora S.
Format: Artigo
Sprog:Inglês
Udgivet: 2018
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6693876/
https://ncbi.nlm.nih.gov/pubmed/30250057
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41592-018-0138-4
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