2023
DOI: 10.1021/acs.jcim.3c00937
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Identification of Robust Antibiotic Subgroups by Integrating Multi-Species Drug–Drug Interactions

Abstract: Previous studies have shown that antibiotics can be divided into groups, and drug–drug interactions (DDI) depend on their groups. However, these studies focused on a specific bacteria strain (i.e., Escherichia coli BW25113). Existing datasets often contain noise. Noisy labeled data may have a bad effect on the clustering results. To address this problem, we developed a multi-source information fusion method for integrating DDI information from multiple bacterial strains. Specifically, we calculated drug simila… Show more

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