Author

William Beardall

Imperial College London

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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Genomics· 1

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Research Focus:benchmarking· 1 Assay:ChIP-seq· 1 Approach:deep learning· 1 Assay:DNA methylation· 1 Research Focus:gene regulatory network inference· 1 Research Focus:software / tool· 1 Approach:transformer / foundation model· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Alan E MurphyiD· 1 shared Marek ReiiD· 1 shared Mike PhuycharoeniD· 1 shared Nathan SkeneiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperGenomics

Alan E MurphyORCID

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1 paper

Recent·Most cited

Predicting cell type-specific epigenomic profiles accounting for distal genetic effects

Alan E Murphy, William Beardall, Marek Rei, Mike Phuycharoen, Nathan Skene

This paper introduces a deep learning model, Enformer Celltyping, that predicts cell type-agnostic epigenomic profiles and outperforms existing methods, while highlighting limitations in genetic variant effect predictions.

Nature Communications · Nov 16, 2024Peer-reviewedGenomics