Combined embedding model for MiRNA-disease association prediction

Combined embedding model for MiRNA-disease association prediction

Abstract Background Cumulative evidence from biological experiments has confirmed that miRNAs have significant roles to diagnose and treat complex diseases. However, traditional medical experiments have limitations in time-consuming and high cost so that they fail to find the unconfirmed miRNA and d...

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Bibliographic Details
Main Authors: Bailong Liu, Xiaoyan Zhu, Lei Zhang, Zhizheng Liang, Zhengwei Li
Format: Article
Language:English
Published: BMC 2021-03-01
Series:BMC Bioinformatics
Subjects:
MiRNA and disease interactions
Meta-path
Pair embedding
Node embedding
Combined embedding
Online Access:https://doi.org/10.1186/s12859-021-04092-w

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