Author

James Wallace

University of Cambridge

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

Biology Disciplines

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Gehad YoussefiD· 1 shared Namshik HaniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

Gehad YoussefORCID

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1 paper

Recent·Most cited

Single-cell foundation models reveal context-sensitive cancer programmes under subtype shift

James Wallace, Gehad Youssef, Namshik Han

The paper fine-tunes two scFMs on cancer subtypes and shows they outperform LightGBM on out-of-domain subtypes, with context-sensitive adaptation supported by interpretability analysis.

bioRxiv · May 1, 2026 · PreprintBioinformatics