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Updated: Jul 9, 2025

High-throughput Identification of Synergistic Drug Combinations by the Overlap2 Method
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Published on: May 21, 2018

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SMGCN:基于多重相似性和多个内核融合的图形卷积神经网络用于药物向相互作用的预测

Wei Wang, Mengxue Yu, Bin Sun

    IEEE/ACM transactions on computational biology and bioinformatics
    |December 5, 2023
    PubMed
    概括

    这项研究介绍了SMGCN,这是一种新的图形卷积网络 (GCN) 方法,用于预测药物向相互作用 (DTI). 通过整合多个相似度和多个内核学习,SMGCN提高了DTI预测的准确性,加速了药物发现.

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