Author

Alexandra I. Herghelegiu

University of Sheffield

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Research Focus:cell-cell communication· 1 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1 Approach:graph neural network· 1 Approach:machine learning (classical)· 1

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Haiping LuiD· 1 shared Hao XuiD· 1 shared Herbert Yao· 1 shared James T. YurkovichiD· 1 shared Laurence YangiD· 1 shared Shengqi SangiD· 1 shared

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2021-2021 · peak 1/yr

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1 shared paperBioinformatics

Haiping LuORCID

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Recent·Most cited

BioinformaticsbioRxivPreprintJul 2, 2021

APRILE: Exploring the Molecular Mechanisms of Drug Side Effects with Explainable Graph Neural Networks

Hao Xu, Shengqi Sang, Herbert Yao…·Laurence Yang

APRILE uses explainable graph neural networks to identify molecular mechanisms of polypharmacy side effects, generating explanations for over 900,000 side effect-drug pairs.

2 citations

graph neural networkmachine learning (classical)

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