Author

Barbara Fazekas de St Groth

The University of SydneyORCID 0000-0001-6817-9690Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:multiome· 1

Frequent Co-Authors

Elijah WillieiD· 1 shared Ellis PatrickiD· 1 shared Gemma Alexandra FigtreeiD· 1 shared Helen Marie McGuireiD· 1 shared Jean Yee Hwa YangiD· 1 shared Shreya RaoiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Elijah WillieORCID

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1 paper

Recent·Most cited

BioinformaticsNature CommunicationsPeer-reviewedAug 27, 2026

dioscRi enables transferable prediction of clinical outcomes in multi-parameter cytometry data

Elijah Willie, Shreya Rao, Gemma Alexandra Figtree…·Ellis Patrick

dioscRi improves transferability of deep learning models for cytometry data by integrating normalization, cell type hierarchies, and clinical outcome prediction.

DOI 10.1038/s41467-026-77142-7

multiomedeep learning

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