ApexOracle fuses genomic and literature-derived pathogen embeddings with a diffusion language model to predict antimicrobial activity and generate new candidate molecules for unseen bacterial strains.
D.et al.Discovery of antimicrobial peptides in the global micro- biome with machine learning.Cell187, 3761–3778 (2024)
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Predicting and generating antibiotics against future pathogens with ApexOracle
ApexOracle fuses genomic and literature-derived pathogen embeddings with a diffusion language model to predict antimicrobial activity and generate new candidate molecules for unseen bacterial strains.