CalcAMP: A New Machine Learning Model for the Accurate Prediction of Antimicrobial Activity of Peptides

CalcAMP: A New Machine Learning Model for the Accurate Prediction of Antimicrobial Activity of Peptides

To combat infection by microorganisms host organisms possess a primary arsenal via the innate immune system. Among them are defense peptides with the ability to target a wide range of pathogenic organisms, including bacteria, viruses, parasites, and fungi. Here, we present the development of a novel...

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Bibliographic Details
Main Authors: Colin Bournez, Martijn Riool, Leonie de Boer, Robert A. Cordfunke, Leonie de Best, Remko van Leeuwen, Jan Wouter Drijfhout, Sebastian A. J. Zaat, Gerard J. P. van Westen
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Antibiotics
Subjects:
antimicrobial peptides
artificial intelligence
bacteria
drug discovery
machine learning
antimicrobial resistance
Online Access:https://www.mdpi.com/2079-6382/12/4/725

Internet

https://www.mdpi.com/2079-6382/12/4/725

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