AIMC Topic: Host Specificity

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Large-scale genomic survey with deep learning-based method reveals strain-level phage specificity determinants.

GigaScience Jan 2, 2024
BACKGROUND: Phage therapy, reemerging as a promising approach to counter antimicrobial-resistant infections, relies on a comprehensive understanding of the specificity of individual phages. Yet the significant diversity within phage populations prese...
Deep Learning Genomics Bacteria Glycoside Hydrolases Genome, Viral Bacteriophages Genome, Bacterial Viral Tail Proteins Host Specificity
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A guide to machine learning for bacterial host attribution using genome sequence data.

Microbial genomics Dec 1, 2019
With the ever-expanding number of available sequences from bacterial genomes, and the expectation that this data type will be the primary one generated from both diagnostic and research laboratories for the foreseeable future, then there is both an o...
Humans Machine Learning Animals Swine Birds Genome-Wide Association Study Cattle Salmonella typhimurium Whole Genome Sequencing Salmonella Infections Genome, Bacterial Host Specificity Salmonella Infections, Animal
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