Author

Shengqi Sang

University of WaterlooORCID 0000-0002-5815-4075Unclaimed 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 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

Frequent Co-Authors

Alexandra I. Herghelegiu· 1 shared Haiping LuiD· 1 shared Hao XuiD· 1 shared Herbert Yao· 1 shared James T. YurkovichiD· 1 shared Laurence YangiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Alexandra I. Herghelegiu

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1 paper

Recent·Most cited

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

Hao Xu, Shengqi Sang, Herbert Yao, Alexandra I. Herghelegiu, Haiping Lu, James T. Yurkovich, 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.

bioRxiv · Jul 2, 2021 · PreprintBioinformatics