A network representation approach for COVID-19 drug recommendation

Haifeng Liu,Hongfei Lin,Chen Shen,Liang Yang,Yuan Lin,Bo Xu,Zhihao Yang,Jian Wang,Yuanyuan Sun

Methods（2022）

引用 9|浏览44

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摘要

•Network-based approach improve SARS-CoV-2 drug repositioning performance•Aggregating local network information can promote non-linear feature interaction•Graph convolutional network utilize drug-disease-target reduce the data sparsity•Doxycycline, Cefuroxime, and Erythromycin can be used for SARS-CoV-2 treatment

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关键词

SARS-CoV-2,COVID-19,Drug repositioning,Graph neural network,Recommendation system

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