A learning-based method to predict LncRNA-disease associations by combining CNN and ELM

A learning-based method to predict LncRNA-disease associations by combining CNN and ELM

Abstract Background lncRNAs play a critical role in numerous biological processes and life activities, especially diseases. Considering that traditional wet experiments for identifying uncovered lncRNA-disease associations is limited in terms of time consumption and labor cost. It is imperative to c...

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Bibliographic Details
Main Authors: Zhen-Hao Guo, Zhan-Heng Chen, Zhu-Hong You, Yan-Bin Wang, Hai-Cheng Yi, Mei-Neng Wang
Format: Article
Language:English
Published: BMC 2022-03-01
Series:BMC Bioinformatics
Subjects:
CNN
ELM
lncRNA
Disease
Association prediction
Online Access:https://doi.org/10.1186/s12859-022-04611-3

Internet

https://doi.org/10.1186/s12859-022-04611-3

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