A machine learning framework that integrates multi-omics data predicts cancer-related LncRNAs

A machine learning framework that integrates multi-omics data predicts cancer-related LncRNAs

Abstract Background LncRNAs (Long non-coding RNAs) are a type of non-coding RNA molecule with transcript length longer than 200 nucleotides. LncRNA has been novel candidate biomarkers in cancer diagnosis and prognosis. However, it is difficult to discover the true association mechanism between lncRN...

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Bibliografiske detaljer
Main Authors: Lin Yuan, Jing Zhao, Tao Sun, Zhen Shen
Format: Article
Sprog:English
Udgivet: BMC 2021-06-01
Serier:BMC Bioinformatics
Fag:
LncRNA
Multi-omics data
Machine learning
Neural network
Node embedding
Cancer
Online adgang:https://doi.org/10.1186/s12859-021-04256-8

Internet

https://doi.org/10.1186/s12859-021-04256-8

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