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Updated: Jun 25, 2025

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MIFAM-DTI:一种基于多源信息融合和注意力机制的药物向相互作用预测模型

Jianwei Li1, Lianwei Sun1, Lingbo Liu1

  • 1Institute of Computational Medicine, School of Artificial Intelligence, Hebei University of Technology, Tianjin, China.

Frontiers in genetics
|May 21, 2024
PubMed
概括

本研究介绍了MIFAM-DTI,这是一种用于预测药物向相互作用的深度学习模型. 它有效地整合了多源数据和注意力机制,在药物发现的准确性和效率方面超过了现有的方法.

关键词:
药物向药物相互作用完全连接的层层是完全连接的.图表注意力网络 图表注意力网络多头自我注意的多头自动注意.多种来源的信息融合.

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