Author

Nathaniel J. Evans

Oregon Health & Science UniversityORCID 0000-0003-2245-8904Unclaimed ORCID profile · follow to get notified of new preprints

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Bioinformatics· 1

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Assay:bulk RNA-seq· 1 Research Focus:drug response / drug discovery· 1 Approach:graph neural network· 1

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Gordon Brent MillsiD· 1 shared Guanming WuiD· 1 shared Shannon K. McWeeneyiD· 1 shared Xubo B. SongiD· 1 shared

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2024-2024 · peak 1/yr

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1 shared paperBioinformatics

Gordon Brent MillsORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintFeb 28, 2024

Graph Structured Neural Networks for Perturbation Biology

Nathaniel J. Evans, Gordon Brent Mills, Guanming Wu…·Shannon K. McWeeney

This paper introduces Graph Structured Neural Networks (GSNN) for perturbation biology, showing they outperform baselines in predicting perturbed gene expression, drug combinations, and disease-specific drug prioritization.

3 citations

bulk RNA-seqgraph neural network

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