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What can machine learning do for antimicrobial peptides, and what can antimicrobial peptides do for machine learning?

Antimicrobial peptides (AMPs) are a diverse class of well-studied membrane-permeating peptides with important functions in innate host defense. In this short review, we provide a historical overview of AMPs, summarize previous applications of machine learning to AMPs, and discuss the results of our...

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Detalhes bibliográficos
Publicado no:Interface Focus
Main Authors: Lee, Ernest Y., Lee, Michelle W., Fulan, Benjamin M., Ferguson, Andrew L., Wong, Gerard C. L.
Formato: Artigo
Idioma:Inglês
Publicado em: The Royal Society 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5665795/
https://ncbi.nlm.nih.gov/pubmed/29147555
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1098/rsfs.2016.0153
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