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Updated: Sep 16, 2025

Kinase Inhibitor Screening In Self-assembled Human Protein Microarrays
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Kinase Inhibitor Screening In Self-assembled Human Protein Microarrays

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整合图形卷积和注意力机制用于激酶抑制预测

Hamza Zahid1, Kil To Chong1,2, Hilal Tayara3

  • 1Department of Electronics and Information Engineering, Jeonbuk National University, Jeonju 54896, Jeollabuk-do, Republic of Korea.

Molecules (Basel, Switzerland)
|July 12, 2025
PubMed
概括

本研究引入了一个图形神经网络 (GNN) 模型来预测酶抑制活动. 结合的图形卷积和图形注意网络 (GCN-GAT) 在识别潜在的药物分子治疗酶相关疾病方面取得了卓越的准确性.

关键词:
发现药物的发现.图表注意力网络 图表注意力网络图形卷积网络的图形卷积网络.图表神经网络的神经网络抑制预测抑制的预测.酶抑制预测的预测

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