Author

Rakesh David

ARC Centre of Excellence in Plant Energy BiologyORCID 0000-0002-3306-7581Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Molecular Biology· 1

Signature Assays, Organisms & Methods

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Organism:Arabidopsis· 2 Assay:proteomics· 2 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Approach:experimental assay· 1

Frequent Co-Authors

Cornelia M. HooperiD· 1 shared Diwen Fan· 1 shared Gustavo CarneiroiD· 1 shared Hua Wang· 1 shared Iain Robert SearleiD· 1 shared Ian R. Castleden· 1 shared Jan De Klerk· 1 shared Jing ZhaoiD· 1 shared

Activity by Year

2019-2021 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 20 mutual co-author links

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1 shared paperBioinformatics

Cornelia M. HooperORCID

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2 papers

Recent·Most cited

Identifying protein subcellular localisation in scientific literature using bidirectional deep recurrent neural network

Rakesh David, Rhys-Joshua D. Menezes, Jan De Klerk, Ian R. Castleden, Cornelia M. Hooper, Gustavo Carneiro, Matthew Gilliham

The paper develops a deep learning model to extract protein subcellular localization information from scientific literature, achieving high accuracy on plant and crop species data.

Scientific Reports · Jan 18, 2021Peer-reviewedBioinformatics

Arabidopsis TRM5 encodes a nuclear-localised bifunctional tRNA guanine and inosine-N1-methyltransferase that is important for growth.

Qianqian Guo, Pei Qin Ng, Shanshan Shi, Diwen Fan, Jun Li, Jing Zhao, Hua Wang, Rakesh David, Parul Mittal, Trung Do, Ralph Bock, Ming Zhao, Wenbin Zhou, Iain Robert Searle

This study identifies AtTrm5 as a bifunctional tRNA methyltransferase in Arabidopsis, showing its role in tRNA modifications and plant growth.

PLoS ONE · Nov 22, 2019Peer-reviewedMolecular Biology