Author

Olivia Garland

University of British ColumbiaORCID 0000-0003-1903-6276Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Assay:protein structure· 1

Frequent Co-Authors

Artem R CherkasoviD· 1 shared Hazem MslatiiD· 1 shared Mariia RadaevaiD· 1 shared Martin EsteriD· 1 shared Michael FernándeziD· 1 shared Mohit Kumar PandeyiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Artem R CherkasovORCID

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1 paper

Recent·Most cited

BioinformaticsMoleculesPeer-reviewedAug 11, 2022

Ligand Binding Prediction using Protein Structure Graphs and Residual Graph Attention Networks

Mohit Kumar Pandey, Mariia Radaeva, Hazem Mslati…·Artem R Cherkasov

The paper develops a deep learning model to predict ligand-target interactions using protein structure graphs and attention mechanisms, achieving state-of-the-art performance on benchmark datasets.

24 citations

protein structuredeep learning

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