Pan-genomic and Polymorphic Driven Prediction of Antibiotic Resistance in Elizabethkingia
Bryan Naidenov, Karyn L. Willyerd, Alexander Lim, Nathanial J. Torres, William L Johnson, Hong Jin Hwang, Peter R. Hoyt, John E. Gustafson, Charles Chen
The paper predicts antibiotic resistance in Elizabethkingia using pan-genomic analysis and machine learning, achieving high F1 scores for clindamycin and vancomycin resistance.
Frontiers in Microbiology · Jul 4, 2019Peer-reviewedBioinformatics