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Deep learning improves antimicrobial peptide recognition

MOTIVATION: Bacterial resistance to antibiotics is a growing concern. Antimicrobial peptides (AMPs), natural components of innate immunity, are popular targets for developing new drugs. Machine learning methods are now commonly adopted by wet-laboratory researchers to screen for promising candidates...

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Detalles Bibliográficos
Autores principales: Veltri, Daniel, Kamath, Uday, Shehu, Amarda
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6084614/
https://www.ncbi.nlm.nih.gov/pubmed/29590297
http://dx.doi.org/10.1093/bioinformatics/bty179