DeepciRGO: functional prediction of circular RNAs through hierarchical deep neural networks using heterogeneous network features

DeepciRGO: functional prediction of circular RNAs through hierarchical deep neural networks using heterogeneous network features

Abstract Background Circular RNAs (circRNAs) are special noncoding RNA molecules with closed loop structures. Compared with the traditional linear RNA, circRNA is more stable and not easily degraded. Many studies have shown that circRNAs are involved in the regulation of various diseases and cancers...

Full description

Bibliographic Details
Main Authors: Lei Deng, Wei Lin, Jiacheng Wang, Jingpu Zhang
Format: Article
Language:English
Published: BMC 2020-11-01
Series:BMC Bioinformatics
Subjects:
Gene ontology
Representation learning
HIN2Vec
Multi-label hierarchical classification
Online Access:http://link.springer.com/article/10.1186/s12859-020-03748-3

Internet

http://link.springer.com/article/10.1186/s12859-020-03748-3

Similar Items