Author

Hannah A Burkhardt

University of WashingtonORCID 0000-0002-9386-5569Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Research Focus:perturbation response prediction· 1 Approach:statistical model· 1

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Devika SubramanianiD· 1 shared Justin MoweriD· 1 shared Trevor CoheniD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Devika SubramanianORCID

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1 paper

Recent·Most cited

Predicting Adverse Drug-Drug Interactions with Neural Embedding of Semantic Predications

Hannah A Burkhardt, Devika Subramanian, Justin Mower, Trevor Cohen

The paper applies ESP embeddings to predict drug-drug interactions, showing better performance, faster training, and simplicity compared to graph convolutional neural networks.

bioRxiv · Sep 30, 2019 · PreprintBioinformatics