Machine Learning‐Assisted Prediction and Generation of Antimicrobial Peptides

Machine Learning‐Assisted Prediction and Generation of Antimicrobial Peptides

Antimicrobial peptides (AMPs) offer a highly potent alternative solution due to their broad‐spectrum activity and minimum resistance development against the rapidly evolving antibiotic‐resistant pathogens. Herein, to accelerate the discovery process of new AMPs, a predictive and generative algorithm...

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Bibliographic Details
Main Authors: Sukhvir Kaur Bhangu, Nicholas Welch, Morgan Lewis, Fanyi Li, Brint Gardner, Helmut Thissen, Wioleta Kowalczyk
Format: Article
Language:English
Published: Wiley-VCH 2025-06-01
Series:Small Science
Subjects:
antimicrobial peptides
antimicrobial resistances
bacteria
machine learning
multidrug resistances
Online Access:https://doi.org/10.1002/smsc.202400579
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https://doi.org/10.1002/smsc.202400579

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