Author

David McDonald

Primary ORCID profile (0000-0002-2410-9364 · 7 papers)Unclaimed ORCID profile · follow to get notified of new preprints

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David McDonaldiD7 papers · Newcastle University

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1

Frequent Co-Authors

Huangshu John Lei· 1 shared Luoying HaoiD· 1 shared Mark S. ButleriD· 1 shared Shan HeiD· 1 shared Yang YueiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Huangshu John Lei

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1 paper

Recent·Most cited

FLONE: fully Lorentz network embedding for inferring novel drug targets

Yang Yue, David McDonald, Luoying Hao, Huangshu John Lei, Mark S. Butler, Shan He

FLONE improves drug target prediction by using hyperbolic space embeddings to better capture hierarchical relationships in drug-disease-target networks.

Bioinformatics Advances · Jan 1, 2023Peer-reviewedBioinformatics