Models & Researchchaos game representationconvolutional neural networkphage host predictiongenomics
PhageCGRNet classifies bacteriophage hosts using genomic representations
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5.0
PhageCGRNet integrates Chaos Game Representation (CGR) of genomes with a convolutional neural network to predict bacteriophage hosts. The work is motivated by rising drug-resistant bacterial pathogens and slow antibiotic development, aiming to improve host classification accuracy to support phage therapy selection and surveillance.
Scoring Rationale
A bioinformatics ML model relevant to practitioners working on genomic classification and phage therapy.
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