Prediction of Antifungal Activity of Antimicrobial Peptides by Transfer Learning from Protein Pretrained Models

Prediction of Antifungal Activity of Antimicrobial Peptides by Transfer Learning from Protein Pretrained Models

Peptides with antifungal activity have gained significant attention due to their potential therapeutic applications. In this study, we explore the use of pretrained protein models as feature extractors to develop predictive models for antifungal peptide activity. Various machine learning classifiers...

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Bibliographic Details
Main Authors: Fernando Lobo, Maily Selena González, Alicia Boto, José Manuel Pérez de la Lastra
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:International Journal of Molecular Sciences
Subjects:
antimicrobial peptides
antifungal peptides
transfer learning
machine learning
Online Access:https://www.mdpi.com/1422-0067/24/12/10270

Internet

https://www.mdpi.com/1422-0067/24/12/10270

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