Author

Georgie Stephan

Queensland University of TechnologyORCID 0000-0002-6401-7819Unclaimed 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:gene regulatory network inference· 1 Organism:plant (other)· 1 Assay:protein structure· 1

Frequent Co-Authors

Benjamin DugdaleiD· 1 shared James Langham DaleiD· 1 shared Paul VisendiiD· 1 shared Pradeep Chand DeoiD· 1 shared Robert M. HardingiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Benjamin DugdaleORCID

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1 paper

Recent·Most cited

Bridging functional annotation gaps in non-model plant genes with AlphaFold, DeepFRI and small molecule docking

Georgie Stephan, Benjamin Dugdale, Pradeep Chand Deo, Robert M. Harding, James Langham Dale, Paul Visendi

The paper uses deep learning models to annotate functions of non-model plant genes and reveals novel functions through protein structure prediction and small molecule docking.

bioRxiv · Dec 22, 2021 · PreprintBioinformatics