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Updated: Jun 28, 2025

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DRSPRING:基于图形卷积网络 (GCN) 的药物协同效应预测,利用药物诱导的基因表达特征

Jiyeon Han1, Min Ji Kang2, Sanghyuk Lee3

  • 1Department of Bio-Information Science, Ewha Womans University, Seoul, 03760, Republic of Korea.

Computers in biology and medicine
|April 21, 2024
PubMed
概括

这项研究介绍了DRSPRING,这是一种深度学习模型,使用药物基因组数据预测药物协同作用. 它克服了数据的局限性,以确定各种细胞系的有效药物组合.

关键词:
深度神经网络是一个神经网络.药物组合 药物组合是一种药物组合.药物协同作用 药物协同作用药物诱导的表达特征 药物诱导的表达特征图表 卷积网络 卷积网络

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