Author

Jacqueline A. James

Queen's University BelfastORCID 0000-0002-6945-6060Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:experimental assay· 2 Organism:human· 2 Assay:imaging· 2 Research Focus:cancer & tumor microenvironment· 1 Research Focus:cell type annotation· 1 Assay:clinical cohort / trial· 1 Approach:machine learning (classical)· 1 Approach:microscopy & imaging analysis· 1

Frequent Co-Authors

Manuel Salto‐TelleziD· 2 shared Maurice Bernard LoughreyiD· 2 shared Andreas SchuppertiD· 1 shared Christian TrautweiniD· 1 shared Daniel TruhniD· 1 shared Darragh G. McArtiD· 1 shared Didem ÇifçiiD· 1 shared Elizabeth AlwersiD· 1 shared

Activity by Year

2017-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 38 mutual co-author links

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2 shared papersBioinformatics

Manuel Salto‐TellezORCID

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2 papers

Recent·Most cited

Swarm learning for decentralized artificial intelligence in cancer histopathology

Oliver Lester Saldanha, Philip Quirke, Nicholas Paul West, Jacqueline A. James, Maurice Bernard Loughrey, Heike Irmgard Grabsch, Manuel Salto‐Tellez, Elizabeth Alwers, Didem Çifçi, Narmin Ghaffari Laleh, Tobias Seibel, Richard G. Gray, Gordon G. A. Hutchins, Hermann Brenner, Marko van Treeck, , Jakob Nikolas Kather

This paper demonstrates swarm learning for training AI models on decentralized histopathology data to predict molecular features in colorectal cancer.

Nature Medicine · Apr 25, 2022Peer-reviewedBioinformatics

QuPath: Open source software for digital pathology image analysis

Peter Bankhead, Maurice Bernard Loughrey, José A. Fernández, Yvonne Dombrowski, Darragh G. McArt, Philip D. Dunne, Stephen McQuaid, Ronan T. Gray, Liam Murray, Helen G. Coleman, Jacqueline A. James, Manuel Salto‐Tellez, Peter W. Hamilton

Open-source QuPath combines tile-based whole slide viewing, object hierarchies and trainable classifiers; it automated CD3, CD8, p53, PD-L1 and stromal scoring that stratified colon cancer survival.

Scientific Reports · Nov 28, 2017Peer-reviewedBioinformatics✦ In-depth digest