Author

M. Noka

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

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Organism:bacteria (other)· 1 Research Focus:benchmarking· 1 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1

Frequent Co-Authors

G. Hardo· 1 shared S. Bakshi· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperMicrobiology

G. Hardo

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1 paper

Recent·Most cited

SyMBac: Synthetic Micrographs for Accurate Segmentation of Bacterial Cells using Deep Neural Networks

G. Hardo, M. Noka, S. Bakshi

SyMBac generates synthetic bacterial micrographs for deep learning segmentation, outperforming human-annotated data in accuracy and robustness across imaging conditions.

bioRxiv · Jul 21, 2021Microbiology