<scp>DUCK</scp> ‐Net: automated deep learning segmentation of ductular reactions in murine liver injury captures multicellular niche dynamics from H&amp;E morphology

Nathalie Feeley, Kai Williams, Caitlin McCaffrey, Daniel Field, Kyle Davies, Hugh Warden, Luke Boulter, Steve Thorn, Tak Yung Man, Wei‐Yu Lu, Stephen J Wigmore, Ewen M Harrison, Stuart J Forbes, Ian P Tomlinson, Timothy J Kendall, Rachel V Guest

Open source

DOI
10.1002/path.70113
Published
2026-09-08
Container
The Journal of Pathology
Publisher
Wiley
Open access
unknown

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BibTeX

@article{allodium:10.1002/path.70113,
  title = {<scp>DUCK</scp>
                    ‐Net: automated deep learning segmentation of ductular reactions in murine liver injury captures multicellular niche dynamics from H\&amp;E morphology},
  author = {Nathalie Feeley and Kai Williams and Caitlin McCaffrey and Daniel Field and Kyle Davies and Hugh Warden and Luke Boulter and Steve Thorn and Tak Yung Man and Wei‐Yu Lu and Stephen J Wigmore and Ewen M Harrison and Stuart J Forbes and Ian P Tomlinson and Timothy J Kendall and Rachel V Guest},
  year = {2026},
  journal = {The Journal of Pathology},
  doi = {10.1002/path.70113},
  url = {https://doi.org/10.1002/path.70113}
}

RIS

TY  - JOUR
TI  - <scp>DUCK</scp>
                    ‐Net: automated deep learning segmentation of ductular reactions in murine liver injury captures multicellular niche dynamics from H&amp;E morphology
AU  - Nathalie Feeley
AU  - Kai Williams
AU  - Caitlin McCaffrey
AU  - Daniel Field
AU  - Kyle Davies
AU  - Hugh Warden
AU  - Luke Boulter
AU  - Steve Thorn
AU  - Tak Yung Man
AU  - Wei‐Yu Lu
AU  - Stephen J Wigmore
AU  - Ewen M Harrison
AU  - Stuart J Forbes
AU  - Ian P Tomlinson
AU  - Timothy J Kendall
AU  - Rachel V Guest
PY  - 2026
JO  - The Journal of Pathology
DO  - 10.1002/path.70113
UR  - https://doi.org/10.1002/path.70113
ER  - 

APA

Feeley, N., Williams, K., McCaffrey, C., Field, D., Davies, K., Warden, H., Boulter, L., Thorn, S., Man, T. Y., Lu, W., Wigmore, S. J., Harrison, E. M., Forbes, S. J., Tomlinson, I. P., Kendall, T. J., & Guest, R. V. (2026). <scp>DUCK</scp> ‐Net: automated deep learning segmentation of ductular reactions in murine liver injury captures multicellular niche dynamics from H&amp;E morphology. The Journal of Pathology. https://doi.org/10.1002/path.70113

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