Author

Dobrik Georgiev

University of CambridgeORCID 0000-0002-5649-7613Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Approach:graph neural network· 1 Organism:human· 1 Research Focus:imputation· 1

Frequent Co-Authors

Bianca DumitrascuiD· 1 shared Chaitanya K. JoshiiD· 1 shared Eric R. GamazoniD· 1 shared Phillip LiniD· 1 shared Píetro LióiD· 1 shared Ramón ViñasiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Bianca DumitrascuORCID

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1 paper

Recent·Most cited

Hypergraph factorisation for multi-tissue gene expression imputation

Ramón Viñas, Chaitanya K. Joshi, Dobrik Georgiev, Phillip Lin, Bianca Dumitrascu, Eric R. Gamazon, Píetro Lió

HYFA improves multi-tissue gene expression imputation by leveraging hypergraphs and transfer learning, outperforming existing methods and enabling cell-type signature resolution from bulk data.

Nature Machine Intelligence · Jul 17, 2023Peer-reviewedBioinformatics