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Discovering highly potent antimicrobial peptides with deep generative model HydrAMP

Antimicrobial peptides emerge as compounds that can alleviate the global health hazard of antimicrobial resistance, prompting a need for novel computational approaches to peptide generation. Here, we propose HydrAMP, a conditional variational autoencoder that learns lower-dimensional, continuous rep...

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Detalles Bibliográficos
Autores principales:	Szymczak, Paulina, Możejko, Marcin, Grzegorzek, Tomasz, Jurczak, Radosław, Bauer, Marta, Neubauer, Damian, Sikora, Karol, Michalski, Michał, Sroka, Jacek, Setny, Piotr, Kamysz, Wojciech, Szczurek, Ewa
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10017685/ https://www.ncbi.nlm.nih.gov/pubmed/36922490 http://dx.doi.org/10.1038/s41467-023-36994-z

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