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Updated: Jul 4, 2025

A Data Integration Workflow to Identify Drug Combinations Targeting Synthetic Lethal Interactions
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A Data Integration Workflow to Identify Drug Combinations Targeting Synthetic Lethal Interactions

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一个低成本的机器学习框架,用于预测基于多个特征的融合和参数自调策略的药物相互作用

Zexiao Liang1, Canxin Lin2, Guoliang Tan3

  • 1School of Integrated Circuits, Guangdong University of Technology, 100 Waihuan Xi Road, Panyu District, Guangzhou, 510006, Guangdong, China. jianzhong.li@gdut.edu.cn.

Physical chemistry chemical physics : PCCP
|February 2, 2024
PubMed
概括

这项研究引入了一种新的基于多视图半监督图 (MVSG) 的框架,用于预测药物相互作用 (DDI). 与传统方法相比,MVSG提供了更高的准确性和效率,即使数据有限.

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