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Updated: Sep 11, 2025

A Knowledge Graph Approach to Elucidate the Role of Organellar Pathways in Disease via Biomedical Reports
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A Knowledge Graph Approach to Elucidate the Role of Organellar Pathways in Disease via Biomedical Reports

Published on: October 13, 2023

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通过将多种类型的生物学知识与蛋白质语言模型和图形神经网络融合来提高蛋白质功能预测

Wenkang Wang, Yunyan Shuai, Yiming Li

    IEEE transactions on computational biology and bioinformatics
    |August 14, 2025
    PubMed
    概括

    DeepFMB是一个新的深度学习框架,通过整合进化和蛋白质-蛋白质相互作用数据来增强蛋白质功能预测. 这种方法显著优于现有的方法,特别是在预测罕见的蛋白质功能方面.

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    Author Spotlight: A Computational Approach to Decipher Amino Acid Preferences in Multispecific Protein-Protein Interactions06:50

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