SDNN-PPI: self-attention with deep neural network effect on protein-protein interaction prediction

SDNN-PPI: self-attention with deep neural network effect on protein-protein interaction prediction

Abstract Background Protein-protein interactions (PPIs) dominate intracellular molecules to perform a series of tasks such as transcriptional regulation, information transduction, and drug signalling. The traditional wet experiment method to obtain PPIs information is costly and time-consuming. Resu...

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Bibliographic Details
Main Authors: Xue Li, Peifu Han, Gan Wang, Wenqi Chen, Shuang Wang, Tao Song
Format: Article
Language:English
Published: BMC 2022-06-01
Series:BMC Genomics
Subjects:
Protein-protein interactions
Deep learning
Deep neural network
Self-attention
Online Access:https://doi.org/10.1186/s12864-022-08687-2

Internet

https://doi.org/10.1186/s12864-022-08687-2

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