Author

Shreyan Das

National Research Council Canada

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Systems Biology· 1

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Research Focus:database / resource· 1 Assay:DNA methylation· 1 Research Focus:gene regulatory network inference· 1 Approach:graph neural network· 1 Organism:plant (other)· 1

Frequent Co-Authors

Christophe Liseron-MonfilsiD· 1 shared David KonkiniD· 1 shared Jordan R. UbbensiD· 1 shared Paula C. AsheiD· 1 shared Tran Gia Bao Ngo· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperSystems Biology

Christophe Liseron-MonfilsORCID

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1 paper

Recent·Most cited

Improving plant functional annotation from knowledge graphs using Graph Neural Networks

Tran Gia Bao Ngo, Christophe Liseron-Monfils, Shreyan Das, Jordan R. Ubbens, Paula C. Ashe, David Konkin

This paper develops a knowledge graph and uses graph neural networks to improve gene functional annotation in plants, outperforming orthology-based methods in transferring knowledge between species.

bioRxiv · May 7, 2025 · PreprintSystems Biology