Author

M. Ziatdinov

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:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:fluorescence / live-cell microscopy· 1 Research Focus:trajectory inference· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

D. C. Ducat· 1 shared J. K. Sakkos· 1 shared M. Fuentes-Cabrera· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperMicrobiology

D. C. Ducat

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1 paper

Recent·Most cited

Investigating Carboxysome Morphology Dynamics with a Rotationally Invariant Variational Autoencoder

M. Fuentes-Cabrera, J. K. Sakkos, D. C. Ducat, M. Ziatdinov

This study uses a rotationally invariant variational autoencoder to analyze carboxysome morphology dynamics in cyanobacteria, finding it can quantify changes in location, shape, and size over time.

bioRxiv · Nov 15, 2021Microbiology