Author

E. Molotkova

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· 2

Signature Assays, Organisms & Methods

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Organism:bacteria (other)· 2 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Approach:experimental assay· 1 Research Focus:host-pathogen & immune response· 1 Assay:imaging· 1 Assay:proteomics· 1

Frequent Co-Authors

J. B. Rattray· 2 shared S. P. Brown· 2 shared C. Solis-Lemus· 1 shared D. Pimentel-Alarcon· 1 shared G. Perron· 1 shared J. Gurney· 1 shared J. Varga· 1 shared P. Marquez Zacarias· 1 shared

Activity by Year

2021-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 33 mutual co-author links

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2 shared papersMicrobiology

J. B. Rattray

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Author profile →

2 papers

Recent·Most cited

Machine learning identification of Pseudomonas aeruginosa strains from colony image data

J. B. Rattray, R. J. Lowhorn, R. Walden, P. Marquez Zacarias, E. Molotkova, G. Perron, C. Solis-Lemus, D. Pimentel-Alarcon, S. P. Brown

This paper uses deep learning to classify Pseudomonas aeruginosa strains based on colony morphology, achieving high accuracy despite limited data.

bioRxiv · Sep 2, 2022 · PreprintMicrobiology

Bacterial quorum sensing allows graded and bimodal cellular responses to variations in population density

J. B. Rattray, S. A. Thomas, Y. Wang, E. Molotkova, J. Gurney, J. Varga, S. P. Brown

This study shows Pseudomonas aeruginosa uses quorum sensing to produce graded and bimodal responses to population density changes, without a clear threshold for gene expression activation.

bioRxiv · Dec 15, 2021 · PreprintMicrobiology