Article

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

2020-01-10

Abstract excerpt

<title>Abstract</title> <p>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. Determining the functions of circRNAs in mammalian cells is of great significance for revealing their mecha...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 4f9d866f-2cb9-50ae-b9bf-838ebcd6c88c
DOI: 10.21203/rs.2.20476/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

DeepciRGO: functional prediction of circular RNAs through hierarchical deep neural networks using heterogeneous network featuresDOI 10.21203/rs.2.20476/v1Read

CircWalk: A novel approach to predict CircRNA- Disease association based on heterogeneous network representation learningSemantic proximity Read

An ensemble approach for CircRNA-disease association prediction based on autoencoder and deep neural network.Semantic proximity Read

CircRNA-disease inference using deep ensemble model based on triple associationSemantic proximity Read

Inferring Potential CircRNA-Disease Associations via Deep Autoencoder-Based Classification.Semantic proximity Read

RGLRE: Residual Graph Learning for circRNA-miRNA Interaction Prediction with Role-aware graph EmbeddingsSemantic proximity Read

CircSSNN: circRNA-binding site prediction via sequence self-attention neural networks with pre-normalizationSemantic proximity Read

Predicting circRNA-RBP interaction sites using a codon-based encoding and hybrid deep neural networksSemantic proximity Read

CCLDA: prediction of lncRNA-disease associations based on Convolutional Block Attention Module and Capsule Network.Semantic proximity Read

Inferring non-coding RNA regulatory network from transcriptomic data and curated databasesSemantic proximity Read

LGCDA: Predicting CircRNA-Disease Association Based on Fusion of Local and Global Features.Semantic proximity Read

CICADA: a circRNA effort to Ghost proteomeSemantic proximity Read

ncRPheno: a comprehensive database platform for identification and validation of disease related noncoding RNAs.Semantic proximity Read