A novel microbe-drug association prediction model based on graph attention networks and bilayer random forest

A novel microbe-drug association prediction model based on graph attention networks and bilayer random forest

Abstract Background In recent years, the extensive use of drugs and antibiotics has led to increasing microbial resistance. Therefore, it becomes crucial to explore deep connections between drugs and microbes. However, traditional biological experiments are very expensive and time-consuming. Therefo...

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Bibliographic Details
Main Authors: Haiyue Kuang, Zhen Zhang, Bin Zeng, Xin Liu, Hao Zuo, Xingye Xu, Lei Wang
Format: Article
Language:English
Published: BMC 2024-02-01
Series:BMC Bioinformatics
Subjects:
Graph attention networks
Bilayer random forest
Microbial-drug networks
Contribution value
Online Access:https://doi.org/10.1186/s12859-024-05687-9

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