LncCat: An ORF attention model to identify LncRNA based on ensemble learning strategy and fused sequence information

LncCat: An ORF attention model to identify LncRNA based on ensemble learning strategy and fused sequence information

Background: Long non-coding RNA (lncRNA) is one of the most essential forms of transcripts, playing crucial regulatory roles in the development of cancers and diseases without protein-coding ability. It was assumed that short ORFs (sORFs) in lncRNA were weak to translate proteins. However, recent re...

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Bibliographic Details
Main Authors: Hongqi Feng, Shaocong Wang, Yan Wang, Xinye Ni, Zexi Yang, Xuemei Hu, Sen Yang
Format: Article
Language:English
Published: Elsevier 2023-01-01
Series:Computational and Structural Biotechnology Journal
Subjects:
LncRNAs identification
Ensemble learning
ORF-attention features
Small ORF
Online Access:http://www.sciencedirect.com/science/article/pii/S2001037023000582

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