Author

Jaclyn A. Boyle

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

Biology Disciplines

Click to filter author papers

Cell Biology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperCell Biology

Helen Mary ByrneORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Cell BiologybioRxivPreprintJul 17, 2026

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.

DOI 10.64898/2026.07.14.707033

imagingdeep learning

𝕏 PostBluesky