Predictive phage therapy for Escherichia coli urinary tract infections: Cocktail selection for therapy based on machine learning models

This study supports the development of predictive bacteriophage (phage) therapy: the concept of phage cocktail selection to treat a bacterial infection based on machine learning (ML) models. For this purpose, ML models were trained on thousands of measured interactions between a panel of phage and s...

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Veröffentlicht in:Proceedings of the National Academy of Sciences - PNAS 2024-03, Vol.121 (12), p.e2313574121
Hauptverfasser: Keith, Marianne, Park de la Torriente, Alba, Chalka, Antonia, Vallejo-Trujillo, Adriana, McAteer, Sean P, Paterson, Gavin K, Low, Alison S, Gally, David L
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Sprache:eng
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