gGATLDA: lncRNA-disease association prediction based on graph-level graph attention network

Abstract Background Long non-coding RNAs (lncRNAs) are related to human diseases by regulating gene expression. Identifying lncRNA-disease associations (LDAs) will contribute to diagnose, treatment, and prognosis of diseases. However, the identification of LDAs by the biological experiments is time-...

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Bibliographic Details

Published in:	BMC Bioinformatics
Main Authors:	Li Wang, Cheng Zhong
Format:	Article
Language:	English
Published:	BMC 2022-01-01
Subjects:	lncRNA-disease association prediction Graph attention network Gaussian interaction profile kernel similarity of lncRNAs Disease similarity based on gene–gene interaction network
Online Access:	https://doi.org/10.1186/s12859-021-04548-z