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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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Vydáno v:Nat Methods
Hlavní autoři: Riesselman, Adam J., Ingraham, John B., Marks, Debora S.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2018
Témata:
On-line přístup: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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