A deep learning method for predicting the minimum inhibitory concentration of antimicrobial peptides against Escherichia coli using Multi-Branch-CNN and Attention

Antimicrobial peptides (AMPs) are a promising alternative to antibiotics to combat drug resistance in pathogenic bacteria. However, the development of AMPs with high potency and specificity remains a challenge, and new tools to evaluate antimicrobial activity are needed to accelerate the discovery p...

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Detalles Bibliográficos
Autores principales: Yan, Jielu, Zhang, Bob, Zhou, Mingliang, Campbell-Valois, François-Xavier, Siu, Shirley W. I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society for Microbiology 2023
Materias:
Methods and Protocols
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10506472/
https://www.ncbi.nlm.nih.gov/pubmed/37431995
http://dx.doi.org/10.1128/msystems.00345-23

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10506472/
https://www.ncbi.nlm.nih.gov/pubmed/37431995
http://dx.doi.org/10.1128/msystems.00345-23

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