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Updated: Sep 19, 2025

High-throughput Identification of Synergistic Drug Combinations by the Overlap2 Method
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High-throughput Identification of Synergistic Drug Combinations by the Overlap2 Method

Published on: May 21, 2018

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基于多视图的异构图对比学习用于药物向相互作用预测

Chao Li1, Lichao Zhang1, Guoyi Sun1

  • 1College of Electronic and Information Engineering, Shandong University of Science and Technology, Qianwangang Road No. 579, Huangdao District, Qing Dao, 266590, Shandong, China.

Journal of biomedical informatics
|June 4, 2025
PubMed
概括

这项研究引入了一种新的多视图基于异质图对比学习用于药物向相互作用预测 (HGCML-DTI) 方法. HGCML-DTI有效地整合了拓和语义信息,大大提高了药物向相互作用预测的准确性.

关键词:
具有对比性的多视角学习.药物目标相互作用预测预测.不同质的图形是不同的图形.

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