Author

Lynne Murray

Gilead Sciences (United Kingdom)

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Bioinformatics· 1

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Organism:human· 1 Research Focus:imputation· 1 Approach:machine learning (classical)· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Josephine Fisher· 1 shared Li LiiD· 1 shared Matthew A JacksoniD· 1 shared Oliver Wood· 1 shared Samuel J. BullersiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Josephine Fisher

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1 paper

Recent·Most cited

Machine Learning Predictions Surpass Individual mRNAs as a Proxy of Single-cell Protein Expression

Josephine Fisher, Oliver Wood, Samuel J. Bullers, Lynne Murray, Li Li, Matthew A Jackson

The paper compares machine learning models for predicting single-cell protein expression from RNA-seq data to mRNA levels, finding that models outperform mRNA as a proxy.

Genome biology · Apr 22, 2026Peer-reviewedBioinformatics