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Updated: Jun 6, 2025

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DMHGNN:双重多视图异构图神经网络框架用于药物向相互作用预测

Qiao Ning1, Yue Wang2, Yaomiao Zhao2

  • 1The School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi 214122, Jiangsu, China; Information Science and Technology, Dalian Maritime University, Dalian 116026, Liaoning, China; Neusoft Education Technology Group, Dalian 116026, Liaoning, China; Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun 130015, Jilin, China.

Artificial intelligence in medicine
|November 23, 2024
PubMed
概括

这项研究引入了一种新的双多视图异构图神经网络 (DMHGNN),用于预测药物向相互作用 (DTI). DMHGNN通过使用先进的图形神经网络技术全面分析药物-蛋白质对信息来提高DTI预测的准确性.

关键词:
DTI 的预测预测.双重多视图图表的双重多视图.药物-蛋白质对网络网络.基于元路径的图形编码器.

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