Author

David P. Ng

University of UtahORCID 0000-0001-8604-2073Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:proteomics· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Brendan D. O’FalloniD· 1 shared Jeffrey R. Jacobsen· 1 shared Mattia Medina Grespan· 1 shared Muir J. MorrisoniD· 1 shared Nicholas C. SpiesiD· 1 shared Ryan C. SheaniD· 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

Brendan D. O’FallonORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintOct 10, 2026

EventHorizon: A Foundation Model for Clinical Flow Cytometry

Mattia Medina Grespan, Muir J. Morrison, Brendan D. O’Fallon…·David P. Ng

EventHorizon is a foundation model for clinical flow cytometry that uses self-supervised learning to generate embeddings for diagnostic use, achieving high accuracy in identifying genetic abnormalities.

1 citation

humanproteomics

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