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Updated: Jan 11, 2026

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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基于多变量信息融合和图形对比学习来预测药物目标相互作用

Siying Yang1, Ping-An He1, Pan Zeng2

  • 1School of Science, Zhejiang Sci-Tech University, Hangzhou, 310018, ZheJiang, China.

Journal of biomedical informatics
|November 19, 2025
PubMed
概括

这项研究介绍了MGCLDTI,这是一种用于预测药物向相互作用 (DTI) 的新型机器学习模型. 它通过整合多视图信息和采用图形对比学习 (GCL) 来克服数据稀疏性挑战,提高了预测准确性.

关键词:
相反的学习学习.药物-标药物相互作用多个异构的信息.类似性整合 类似性整合

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