BiGAN: LncRNA-disease association prediction based on bidirectional generative adversarial network

BiGAN: LncRNA-disease association prediction based on bidirectional generative adversarial network

Background: An increasing number of studies have shown that lncRNAs are crucial for the control of hormones and the regulation of various physiological processes in the human body, and deletion mutations in RNA are related to many human diseases. LncRNA- disease association prediction is very useful...

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Bibliographic Details
Main Authors: Li, X. (Author), Yang, Q. (Author)
Format: Article
Language:English
Published: BioMed Central Ltd 2021
Subjects:
Adversarial networks
algorithm
Algorithms
Bidirectional generative adversarial network
Biological information
biology
Computational Biology
Computational results
Diagnosis
Disease associations
Disease control
Disease semantic similarity
Diseases
Forecasting
Gaussian interaction
genetics
human
Humans
LncRNA sequence similarity
LncRNA-disease association
long untranslated RNA
neoplasm
Neoplasms
Physiological process
Predictive abilities
RNA, Long Noncoding
semantics
Semantics
State-of-the-art approach
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