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Updated: Jun 23, 2025

Author Spotlight: A Computational Approach to Decipher Amino Acid Preferences in Multispecific Protein-Protein Interactions
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Author Spotlight: A Computational Approach to Decipher Amino Acid Preferences in Multispecific Protein-Protein Interactions

Published on: January 26, 2024

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基于集成深度学习和特征融合的蛋白质-蛋白质相互作用的预测

Hoai-Nhan Tran1, Phuc-Xuan-Quynh Nguyen1, Fei Guo1

  • 1Hunan Provincial Key Lab on Bioinformatics, School of Computer Science and Engineering, Central South University, Changsha 410083, China.

International journal of molecular sciences
|June 19, 2024
PubMed
概括

这项研究引入了一个深度学习模型,集成特征融合,以准确预测蛋白质-蛋白质相互作用 (PPI). 该模型在人类和酵母数据集上实现了高精度,改善了药物发现和疾病研究.

关键词:
机器学习是机器学习.蛋白质蛋白质相互作用序列嵌入方式 序列嵌入方式

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