Author

S. Acton

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Biology Disciplines

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Microbiology· 1

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Organism:bacteria (other)· 1 Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Assay:fluorescence / live-cell microscopy· 1

Frequent Co-Authors

A. Gahlmann· 1 shared E. Donarski· 1 shared J. Zhang· 1 shared M. T. Miles· 1 shared T. T. Toma· 1 shared Y. Wang· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperMicrobiology

A. Gahlmann

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1 paper

Recent·Most cited

BCM3D 2.0: Accurate segmentation of single bacterial cells in dense biofilms using computationally generated intermediate image representations

J. Zhang, Y. Wang, E. Donarski, T. T. Toma, M. T. Miles, S. Acton, A. Gahlmann

BCM3D 2.0 improves 3D bacterial cell segmentation in dense biofilms by using intermediate image representations generated by CNNs, enhancing accuracy even at low signal-to-background ratios.

bioRxiv · Nov 26, 2021Microbiology