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Updated: Jun 12, 2025

A Protocol for Computer-Based Protein Structure and Function Prediction
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A Protocol for Computer-Based Protein Structure and Function Prediction

Published on: November 3, 2011

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TAWFN:一种用于蛋白质功能预测的深度学习框架

Lu Meng1, Xiaoran Wang1

  • 1College of Information Science and Engineering, Northeastern University, Shenyang, Liaoning, 110000, China.

Bioinformatics (Oxford, England)
|September 23, 2024
PubMed
概括

这项研究引入了一种新的双模型自适应重量融合网络 (TAWFN),用于使用蛋白质结构预测蛋白质功能. TAWFN有效地结合了卷积神经网络 (CNN) 和图形卷积网络 (GCN),以提高预测准确度.

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An Integrated Approach for Microprotein Identification and Sequence Analysis09:37

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Protein families are groups of homologous proteins; that is, they have similarities in amino acid sequences and three-dimensional structures. Protein families usually occur because of gene duplication, where an additional copy of a gene is inserted into the genome of an organism.   Mutations that change the amino acids but still allow the protein to be properly synthesized, will lead to new protein family members.   If these new proteins contain similar amino acids in key...
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