Author

Rhys Gillman

James Cook UniversityORCID 0000-0003-2600-9604Unclaimed 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· 2 Research Focus:gene regulatory network inference· 2 Organism:human· 2 Approach:biophysical modeling· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Assay:organoid / primary culture· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Matthew A. FieldiD· 2 shared Benjamin J. DwyeriD· 1 shared Christopher Carl GoodnowiD· 1 shared Fabio Luciano· 1 shared Gayatri D. ShirolkariD· 1 shared Jerome SamiriD· 1 shared Lionel HebbardiD· 1 shared Mandeep SinghiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 25 mutual co-author links

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2 shared papersCancer Biology

Matthew A. FieldORCID

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2 papers

Recent·Most cited

Cancer BiologybioRxivPreprintMay 21, 2026

Advancing Liver Cancer Precision Medicine with TARGET-SL

Rhys Gillman, Benjamin J. Dwyer, Sara Pasic…·Lionel Hebbard

This paper validates the TARGET-SL framework for predicting genetic events and drug sensitivities in liver cancer using cell lines and patient-derived organoids, showing potential to improve personalized drug screening.

DOI 10.64898/2026.05.19.725819

humanorganoid / primary culture

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BioinformaticsbioRxivPreprintOct 30, 2025

Detecting Somatic Mutations in Rare Clones using Single Cell Multi-Omics

Rhys Gillman, Sonam Dukda, Jerome Samir…·Matthew A. Field

SCARCE identifies rare somatic mutations in single-cell data by comparing variant frequencies across cell subpopulations, successfully detecting variants in as few as 10 cells.

DOI 10.1101/2025.10.30.685685

humanscRNA-seq

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