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Updated: May 31, 2025

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EquiRank:使用蛋白质语言模型信息的等价图形神经网络改进了蛋白质-蛋白质接口质量估计

Md Hossain Shuvo1, Debswapna Bhattacharya2

  • 1Department of Computer Science, Prairie View A&M University, Prairie View, 77446, TX, USA.

Computational and structural biotechnology journal
|January 24, 2025
PubMed
概括

EquiRank通过结合对称感知图形神经网络与蛋白质语言模型嵌入来增强蛋白质复杂质量估计. 这种方法提高了预测蛋白质-蛋白质接口的准确性,优于现有的技术.

关键词:
深度学习是一种深度学习.图形神经网络是一个神经网络.蛋白质复合体质量估计蛋白质语言模型的模型蛋白质与蛋白质的相互作用

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