Author

K. Ulicna

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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Biophysics· 1 Cell Biology· 1

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Research Focus:cell type annotation· 2 Approach:deep learning· 2 Approach:Bayesian inference· 1 Assay:fluorescence / live-cell microscopy· 1 Assay:scRNA-seq· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

A. R. Lowe· 2 shared G. Charras· 2 shared C. J. Soelistyo· 1 shared G. Vallardi· 1 shared M. Kelkar· 1 shared

Activity by Year

2020-2023 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 8 mutual co-author links

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2 shared papersCell Biology

A. R. Lowe

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2 papers

Recent·Most cited

Learning dynamic image representations for self-supervised cell cycle annotation

K. Ulicna, M. Kelkar, C. J. Soelistyo, G. Charras, A. R. Lowe

This paper introduces a self-supervised framework using image autoencoders and dynamic time series analysis to annotate cell cycle phases in single-cell trajectories.

bioRxiv · May 30, 2023 · PreprintCell Biology

Automated deep lineage tree analysis using a Bayesian single cell tracking approach

K. Ulicna, G. Vallardi, G. Charras, A. R. Lowe

This paper introduces an automated deep lineage tree analysis method using Bayesian single-cell tracking to study cell cycle heritability in live-cell imaging data.

bioRxiv · Sep 10, 2020Biophysics