Improved Pre-miRNAs Identification Through Mutual Information of Pre-miRNA Sequences and Structures

Improved Pre-miRNAs Identification Through Mutual Information of Pre-miRNA Sequences and Structures

Playing critical roles as post-transcriptional regulators, microRNAs (miRNAs) are a family of short non-coding RNAs that are derived from longer transcripts called precursor miRNAs (pre-miRNAs). Experimental methods to identify pre-miRNAs are expensive and time-consuming, which presents the need for...

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Bibliographic Details
Main Authors: Xiangzheng Fu, Wen Zhu, Lijun Cai, Bo Liao, Lihong Peng, Yifan Chen, Jialiang Yang
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-02-01
Series:Frontiers in Genetics
Subjects:
pre-miRNAs identification
feature representation algorithm
mutual information
structure analysis
support vector machine
Online Access:https://www.frontiersin.org/article/10.3389/fgene.2019.00119/full

Internet

https://www.frontiersin.org/article/10.3389/fgene.2019.00119/full

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