Author

Isaac V. Chenchiah

University of BristolORCID 0000-0002-8618-620XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Developmental Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 2 Approach:deep learning· 2 Organism:Drosophila· 2 Assay:imaging· 2 Research Focus:trajectory inference· 2 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1

Frequent Co-Authors

Helen WeaversiD· 2 shared Jake TurleyiD· 2 shared Paul B. MartiniD· 2 shared Tanniemola B. LiverpooliD· 2 shared Francesca RobertsoniD· 1 shared

Activity by Year

2023-2024 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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2 shared papersDevelopmental Biology

Helen WeaversORCID

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2 papers

Recent·Most cited

AI reveals a damage signalling hierarchy that coordinates different cell behaviours driving wound re-epithelialisation

Jake Turley, Francesca Robertson, Isaac V. Chenchiah, Tanniemola B. Liverpool, Helen Weavers, Paul Martin

The paper uses deep learning to analyze cell behaviors in wound healing and identifies a signaling hierarchy involving Ca2+, JNK, and macrophage signals.

Development · Aug 23, 2024Peer-reviewedDevelopmental Biology

Deep learning for rapid analysis of cell divisions in vivo during epithelial morphogenesis and repair

Jake Turley, Isaac V. Chenchiah, Paul B. Martin, Tanniemola B. Liverpool, Helen Weavers

This paper develops a deep learning pipeline to automate the detection and analysis of cell divisions in time-lapse imaging of Drosophila pupal wing epithelium during morphogenesis and repair.

eLife · Aug 11, 2023Peer-reviewedBioinformatics