Author

Michael J. Hughes

Wellcome TrustORCID 0000-0003-2169-3451Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Research Focus:cell-cell communication· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Assay:proteomics· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

Anneli KarlssoniD· 1 shared Gianni CesareniiD· 1 shared JAMES M. MALONEiD· 1 shared Joseph MulleniD· 1 shared Lee HarlandiD· 1 shared Livia PerfettoiD· 1 shared Oliver GilesiD· 1 shared Simon Richard WhiteiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Anneli KarlssonORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintSep 1, 2020

Optimising biomedical relationship extraction with BioBERT: Best practices for data creation

Oliver Giles, Anneli Karlsson, Spyroula Masiala…·JAMES M. MALONE

The paper demonstrates how fine-tuning BioBERT can accurately identify functional protein links from text, improving upon conventional methods and offering guidelines for data creation.

10 citations

proteomicsdeep learning

𝕏 PostBluesky