Author

F. N. C. Smith

University of Edinburgh

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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

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

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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

Aleksandra Sobieska

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1 paper

Recent·Most cited

Cell BiologyCommunications BiologyPeer-reviewedFeb 26, 2025

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

Koy Chong Ng Kee Kwong, Ben Philps, F. N. C. Smith…·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.

1 citation

mousefluorescence / live-cell microscopy

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