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Updated: Jun 23, 2025

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MPHGCL-DDI:基于元路径的异构图对比学习,用于药物相互作用预测

Baofang Hu1, Zhenmei Yu1, Mingke Li2

  • 1School of Data and Computer Science, Shandong Women's University, Jinan 250030, China.

Molecules (Basel, Switzerland)
|June 19, 2024
PubMed
概括

预测药物相互作用 (DDI) 对患者安全至关重要. 一个新的基于元路径的异质图对比学习模型,MPHGCL-DDI,通过分析药物连接和结合蛋白质-蛋白质相互作用来改善DDI预测.

关键词:
数据增强数据增强药物相互作用 药物相互作用不同质的图形对比学习学习.一个元路径的元路径.蛋白质蛋白质相互作用

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