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Updated: Sep 11, 2025

A Protocol for Computer-Based Protein Structure and Function Prediction
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MKFGO:将多源知识融合与预训练的语言模型集成为高精度的蛋白质功能预测.

Yi-Heng Zhu1, Shuxin Zhu1, Xuan Yu2

  • 1College of Artificial Intelligence, Nanjing Agricultural University, 666 Binjiang Avenue, Jiangbei New District, Nanjing, Jiangsu Province, 211800, China.

Briefings in bioinformatics
|August 15, 2025
PubMed
概括

一种新的深度学习方法,即用于基因本体学预测的多源知识融合 (MKFGO),可以准确地识别蛋白质功能. MKFGO集成了多个数据源,以超越基因本体学属性预测中的现有方法.

关键词:
这是LSTM-注意力网络.深度学习是一种深度学习.多种来源的知识融合融合.预训练的语言模型蛋白质的功能 蛋白质的功能

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