Bind: large-scale biological interaction network discovery through knowledge graph-driven machine learning

Abstract Background Biological systems derive from complex interactions between entities ranging from biomolecules to macroscopic structures, forming intricate networks essential for understanding disease mechanisms and developing therapeutic interventions. Current AI-driven interaction predictors t...

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發表在:	Journal of Translational Medicine
Main Authors:	Naafey Aamer, Muhammad Nabeel Asim, Aamer Iqbal Bhatti, Andreas Dengel
格式:	Article
語言:	英语
出版:	BMC 2025-07-01
主題:	Knowledge graphs Representation learning Graph-Based learning Biological interaction networks Network discovery Interaction prediction
在線閱讀:	https://doi.org/10.1186/s12967-025-06789-5