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Recent Progress in the Discovery and Design of Antimicrobial Peptides Using Traditional Machine Learning and Deep Learning

Antimicrobial resistance has become a critical global health problem due to the abuse of conventional antibiotics and the rise of multi-drug-resistant microbes. Antimicrobial peptides (AMPs) are a group of natural peptides that show promise as next-generation antibiotics due to their low toxicity to...

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Detalles Bibliográficos
Autores principales: Yan, Jielu, Cai, Jianxiu, Zhang, Bob, Wang, Yapeng, Wong, Derek F., Siu, Shirley W. I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9598685/
https://www.ncbi.nlm.nih.gov/pubmed/36290108
http://dx.doi.org/10.3390/antibiotics11101451