lncRNA_Mdeep: An Alignment-Free Predictor for Distinguishing Long Non-Coding RNAs from Protein-Coding Transcripts by Multimodal Deep Learning

lncRNA_Mdeep: An Alignment-Free Predictor for Distinguishing Long Non-Coding RNAs from Protein-Coding Transcripts by Multimodal Deep Learning

Long non-coding RNAs (lncRNAs) play crucial roles in diverse biological processes and human complex diseases. Distinguishing lncRNAs from protein-coding transcripts is a fundamental step for analyzing the lncRNA functional mechanism. However, the experimental identification of lncRNAs is expensive a...

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Bibliographic Details
Main Authors: Xiao-Nan Fan, Shao-Wu Zhang, Song-Yao Zhang, Jin-Jie Ni
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:International Journal of Molecular Sciences
Subjects:
long noncoding RNA
alignment-free
multimodal learning
deep learning
Online Access:https://www.mdpi.com/1422-0067/21/15/5222

Internet

https://www.mdpi.com/1422-0067/21/15/5222

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