Author

Aleksandra Sobieska

University of Edinburgh

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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Cell Biology· 1

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Research Focus:cell type annotation· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:fluorescence / live-cell microscopy· 1 Organism:mouse· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Ben PhilpsiD· 1 shared Constance AlabertiD· 1 shared F. N. C. Smith· 1 shared Hakan BileniD· 1 shared Koy Chong Ng Kee KwongiD· 1 shared Naiming CheniD· 1 shared Sara B.C. BuonomoiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperCell Biology

Ben PhilpsORCID

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1 paper

Recent·Most cited

Supervised and unsupervised deep learning-based approaches for studying DNA replication spatiotemporal dynamics

Koy Chong Ng Kee Kwong, Ben Philps, F. N. C. Smith, Aleksandra Sobieska, Naiming Chen, Constance Alabert, Hakan Bilen, Sara B.C. Buonomo

This study uses supervised and unsupervised deep learning to analyze DNA replication dynamics in mouse cells, identifying altered patterns in Rif1-deficient cells and extending to patient samples.

Communications Biology · Feb 26, 2025Peer-reviewedCell Biology