Author

O. Erminaga

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Microbiology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:E. coli· 1 Assay:imaging· 1

Frequent Co-Authors

E. J. Zudock· 1 shared J. C. Liao· 1 shared K. C. Tjandra· 1 shared K. E. Mach· 1 shared M. Roshardt· 1 shared N. C. Ram-Mohan· 1 shared P. K. Wong· 1 shared S. Yang· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperMicrobiology

E. J. Zudock

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1 paper

Recent·Most cited

Machine Learning Workflow for Single-Cell Antimicrobial Susceptibility Testing of Klebsiella pneumoniae to Meropenem in Sub-Doubling Time

K. C. Tjandra, N. C. Ram-Mohan, M. Roshardt, Z. Qu, E. J. Zudock, K. E. Mach, O. Erminaga, J. C. Liao, S. Yang, P. K. Wong

This paper develops a machine learning workflow to predict antimicrobial susceptibility and MIC of Klebsiella pneumoniae to meropenem using single-cell morphological features within sub-doubling time.

bioRxiv · Nov 3, 2022 · PreprintMicrobiology