Author

Isabel V. L. Wilkinson

Nvidia (United States)ORCID 0000-0002-6987-3235Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Assay:scRNA-seq· 1 Assay:spatial transcriptomics· 1

Frequent Co-Authors

Anna Rychkova· 1 shared Birkan GökbağiD· 1 shared Jens Christian SchwamborniD· 1 shared John St John· 1 shared Jun Yin· 1 shared Maya L. GosztylaiD· 1 shared Robert T. Fremeau· 1 shared Sarah NickelsiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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9 top collaborators · 36 mutual co-author links

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1 shared paperNeuroscience

Anna Rychkova

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1 paper

Recent·Most cited

Interpretable gene networks from single-cell foundation models reveal conserved neurogenic dysfunction in Parkinson's disease

Jun Yin, Maya L. Gosztyla, Birkan Gökbağ, Anna Rychkova, Isabel V. L. Wilkinson, John St John, Vega Shah, Sarah Nickels, Jens Christian Schwamborn, Robert T. Fremeau

The paper introduces scGENet, a framework to generate interpretable gene networks from single-cell foundation models, revealing conserved neurogenic dysfunction in Parkinson's disease.

bioRxiv · Jul 27, 2026 · PreprintNeuroscience