Author

Guodong Niu

Primary ORCID profile (0000-0002-1406-6698 · 1 paper)Unclaimed ORCID profile · follow to get notified of new preprints

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Guodong NiuiD1 paper · Florida International University

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 1 Approach:graph neural network· 1

Frequent Co-Authors

Hesong Qiu· 1 shared Jinming WangiD· 1 shared Siqi WuiD· 1 shared Wen ZhangiD· 1 shared Yinbo LiuiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Hesong Qiu

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1 paper

Recent·Most cited

Graph Network-Based Analysis of Disease-Gene-Drug Associations: Zero-Shot Disease-Drug Prediction and Analysis Strategies

Yinbo Liu, Guodong Niu, Siqi Wu, Jinming Wang, Hesong Qiu, Wen Zhang

This paper introduces ZS-GNT, a zero-shot drug repurposing method using graph neural networks to predict disease-drug associations without prior knowledge, achieving high accuracy in drug discovery.

bioRxiv · Dec 30, 2024 · PreprintBioinformatics