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Updated: Jun 9, 2025

A Knowledge Graph Approach to Elucidate the Role of Organellar Pathways in Disease via Biomedical Reports
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A Knowledge Graph Approach to Elucidate the Role of Organellar Pathways in Disease via Biomedical Reports

Published on: October 13, 2023

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一个端到端的知识图 (Knowledge Graph) 融合图 (Fused Graph) 神经网络,用于准确的蛋白质-蛋白质相互作用预测

Jie Yang, Yapeng Li, Guoyin Wang

    IEEE/ACM transactions on computational biology and bioinformatics
    |October 24, 2024
    PubMed
    概括

    这项研究引入了一种新的AI模型,即知识图融合图神经网络 (KGF-GNN),用于准确的蛋白质-蛋白质相互作用 (PPI) 预测. 通过整合各种生物数据,KGF-GNN模型增强了对细胞机制的理解,并有助于药物开发.

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