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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Podrobná bibliografie
Hlavní autoři: Lin Yuan, Jing Zhao, Tao Sun, Zhen Shen
Médium: Článek
Jazyk:English
Vydáno: BMC 2021-06-01
Edice:BMC Bioinformatics
Témata:
LncRNA
Multi-omics data
Machine learning
Neural network
Node embedding
Cancer
On-line přístup:https://doi.org/10.1186/s12859-021-04256-8

Internet

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

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