Author

Jaclyn A. Boyle

University of OxfordORCID 0009-0004-6541-8712Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Cell Biology· 1

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Research Focus:cell-cell communication· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Helen Mary ByrneiD· 1 shared Ruth E. BakeriD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperCell Biology

Helen Mary ByrneORCID

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1 paper

Recent·Most cited

Inferring Cell-Cell Interaction Dynamics from Cell Trajectory Data Using Deep Attention Networks

Jaclyn A. Boyle, Helen Mary Byrne, Ruth E. Baker

This paper introduces a deep attention network model to infer cell-cell interaction dynamics from trajectory data, providing interpretable insights into how interactions affect cell movement.

bioRxiv · Jul 17, 2026 · PreprintCell Biology