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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Detalles Bibliográficos
Autores principales: Lobo, Fernando, González, Maily Selena, Boto, Alicia, Pérez de la Lastra, José Manuel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10299371/
https://www.ncbi.nlm.nih.gov/pubmed/37373415
http://dx.doi.org/10.3390/ijms241210270

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10299371/
https://www.ncbi.nlm.nih.gov/pubmed/37373415
http://dx.doi.org/10.3390/ijms241210270

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